Michael I. Miller

Herschel and Ruth Seder Professor of Biomedical Engineering

Professor of Electrical and Computer Engineering

Director, Center for Imaging Science

Biomedical Engineering

Telephone

(410) 516-3826 (office)

Email

mim@cis.jhu.edu

World Wide Web

Homepage

Assistant Information

Maura Vonasek
Clark 301
(410) 516-3826
maura@cis.jhu.edu

Awards

2003, January, International Man of the Year, Warrant of Proclamation and Medal of Recognition from the International Biographical Centre, Cambridge CB2 3QP England 2003
Plenary Speaker, Society for Mathematical Biology, Knoxville Tennessee June, 2002
Honored Member Strathmore's Who's Who 2002 - 2003
21st Century Award for Achievement The International Biographical Centre, Cambridge CB2 3QP, England 2002
ISI Essential Science Indicators: Highest Increase in Total Citations in the field of Engineering 2002
Outstanding Intellectuals of the 21st Century 2000
Herschel and Ruth Seder Professorship in Biomedical Engineering July 01, 2003
International Order of Merit October, 2003
Universal Award of Accomplishment 2003
Presidential Young Investigator Award, N.S.F 1986
Johns Hopkins Paul Ehrlich Graduate Student Thesis Award 1983
IEEE Biomedical Engineering Thesis Award, First Prize, Tau Beta Pi 1982
The Newton R. and Sarah Louisa Glasgow Wilson Professor in Biomedical Engineering, Washington University, St. Louis, MO May, 1995

Courses

Spring 2008
580.222 Systems and Controls
Undergraduate Students: 100
Spring 2007
580.222 Systems and Controls
Undergraduate Students: 100
Spring 2006
580.222 Systems and Controls
Undergraduate Students: 88
Spring 2005
580.222 Signals and Systems
Undergraduate Students: 101
Fall 2004
580.222 Signals and Systems
Undergraduate Students: 137
Spring 2003
520.644 Pattern Theory
Graduate Students: 3
Spring 2003
580.222 Signals and Systems
Undergraduate Students: 150

Education

Ph.D.B.M.E. Biomedical Engineering, Johns Hopkins University, 1984
M.S.E.E. Electrical Engineering, Johns Hopkins University, 1979
B.S.E.E. Electrical Engineering, State University of New York at Stony Brook, 1976

Experience

Professor, Johns Hopkins University . 1998 - Present
Visiting Professor, Brown University. 1994 - Present
Herschel and Ruth Seder Chair in Biomedical Engineering, Johns Hopkins University. April 28, 2004 - Present
Visiting Professor, Ecole Normale Superieure de Cachan, France . May 27, 2002 - June 15, 2002
Visiting Professor, Ecole Normale Superieure de Cachan, France. 2000
Visiting Professor, Institut Henri Poincare, France. November, 1998
Professor, Washington University St. Louis. 1992 - 1998
Visiting Professor, Universite Rene Descartes. November, 1997
Associate Professor, Washington University St. Louis. 1986 - 1992
Assistant Professor, Washington University St. Louis. 1984 - 1986
Research Associate, Washington University St. Louis. 1983 - 1984

Professional Activities

Director, Center for Imaging Science, 1998-Present
Fellow of the American Institute for Medical and Biological Engineering, 1998 - Present
Member, The Academy of Science of St. Louis
Senior Member, IEEE, 1995 - Present
Member, Association for Research in Otolaryngology, 1994 - Present
Member, Biomedical Engineering Society, 2003-Present
Panelist, BIRN All Hands Meeting, Lead Standards and Deliverables Session, October 2003
Panelist, P41 PI Meeting, National Institutes of Health, June 2003
Panelist, P41 PI Meeting, National Institutes of Health, June 2002
Scientific Research Advisor, Medtronics, 1999 - Present
Co-Chair, session on ATR Characterization and Metrics, 3rd Workshop on Conventional Weapon ATR, November 1997
Scientific Research Advisor, IntelX, 1996 - Present
Workshop Organizer, "Pattern-Theoretic Knowledge Representation," NIH, April 1996
Visiting Scientist, Geometry Institute, University of Minnesota, August Review Panelist, "Computational Biology," NSF, September 1995
Visiting Scientist and Panelist, Office of Naval Research Workshop, "Acquisition and Tracking of Maneuvering Targets from Image Sequence Data," organized by J. Abrahams, May 1995
Science Advisor on the Technology of Computational Anatomy, Surgical Navigation Technology, 1994 - Present
Scientific Consultant on Image Understanding and Computational Geometry, Wagner Associates, 1994 - 1995
Organizer, Information Theory Society, session on Markov Random Fields, November 1994
Visiting Scientist and Panelist, "Speech Recognition and Their Image Processing", June 1994
Panelist, Army Science Board Meeting, "Target Recognition: Fundamental Metrics," Lincoln Laboratory, July 1994
Panelist, Army Research Office, ATR Working Group, organized by R. D. Guenther, May 1994
Panelist, Harvard-M.I.T.-Brown Center for Intelligent Control Pattern Theory Group, organized by U. Grenander, January 1994
Visiting Scientist, The Newton Institute, "A Year in Computational Vision," Cambridge, England, invited by D. Mumford, October 1993
Panelist, Army Research Office Workshop, "The Future of Automated Target Recognition," invited by J. Chandra, November 1993
Scientific Consultant, Bell Communications Research, Supercomputing and Networking Group, 1992 - 1994
Panelist, NSF Workshop, "Biology and Emerging Technologies," Washington, D.C., October 1992
Panelist, DOD Tri-Service Workshop (ONR, ARO, AFOSR), Stochastic Methods in Image Analysis, "Deformable Templates," Adelphi, MD, May 1992
Scientific Consultant, Boeing Corporation, Advanced Concepts and Computing Group, 1991
Visiting Scientist, Institút Mittag-Leffler, Stockholm, Sweden, invited by U. Grenander, July 1990
Visiting Scientist, Institutó de Caluco, "A Year in Statistics," Rome, Italy, invited by A. Frigessi, June 1990
Panelist, IBM-NSF-PYI Workshop, "Stochastic Optimization over Formal Languages on Massively Parallel Processors," IBM Thomas J. Watson Research Center, Yorktown Heights, NY, April 1989
Panelist, NSF Computational Engineering Proposal Review Program, Washington, D.C., March 1988

Presentations

Computational Functional Anatomy IEEE BioCAS Conference. Baltimore, MD. November 22, 2008. (Invited)
The Emergent Discipline of Computational Functional Anatomy Inaugural Symposium AMCS at UPenn. UPenn. September 27, 2008. (Invited)
Computational Functional Anatomy in Diseased Brain NIH Blueprint for Neuroscience Research. NIH. September 23, 2008. (Invited)
Computational Anatomy of Shape using Pattern Theory IPAMM Mathematics in Brain Imaging. UCLA. July 15, 2008. (Invited)
Computational Functional Anatomy Dept of Psychiatry & Behavioral Sciences Speaker Series. Feinberg School of Medicine, Northwestern University. June 20, 2008. (Invited)
Computational Functional Anatomy Mathematical Biosciences Institute. Ohio State University. June 10, 2008. (Invited)
Image Co-Registration and Warping FM Kirby Research Center for Functional Brain Imaging Research Retreat. Mt. Washington MD. May 30, 2008. (Invited)
Miller and Mori: MRI/DTI Image Analysis Tools Based on Large Deformation Diffeomorphic Metric Mapping NIH Seminar. NIH. April 01, 2008. (Invited)
Miller, M.I.: Computational Functional Anatomy Mathematical Methods for Medical Image Analysis Conference. Banff, Canada. November 05, 2007. Invited by Ghassan Harnarneh (Invited)
Miller, M.I.: Project 4 Presentation Cardiovascular Research Grid External Advisory Board Meeting. Johns Hopkins University. October 22, 2007. Invited by Rai Winslow
Miller, M.I.: Shapes in Medical Imaging: Computational Anatomy SAMSI Workshop. Research Triangle Park, NC. July 08, 2007. Invited by Laurent Younes (Invited)
Miller, M.I.: Computational Functional Anatomy IPAM Random Space Shapes Workshop. Los Angeles, CA. May 24, 2007. Invited by Paul Thompson (Invited)
Miller, M.I.: Computational Anatomy and the Infinite Dimensional Diffeomorphisms MBI Workshop. Columbus, OH. September 26, 2006. Raimond Winslow (Invited)
Miller, M.I.: The Emergent Discipline of Computational Anatomy SCI Institute Seminar. Salt Lake City, UT. September 22, 2006. Invited by Chris Johnson (Invited)
Miller, M.I.: Informal Talk EP Differentials Workshop. Santa Fe, NM. July 26, 2006. Invited by Darryl Holm and Laurent Younes (Invited)
Miller, M.I.: Computational Anatomy and the Infinite Dimensional Diffeomorphisms SIAM Annual Meeting. Boston, MA. July 13, 2006. Carlos Castillo-Chavez and Ricardo Cortez (Invited)
Miller, M.I.: Paths Towards Understanding the Shapes of the Whole Brain IMA Workshop on Shape Spaces. Minneapolis, MN. April 03, 2006. David Mumford and Laurent Younes (Invited)
Miller, M.I.: Integrative Image Analysis Institute for Computational Analysis Presentation. Johns Hopkins University, Baltimore, MD. February 20, 2006. Raimond Winslow (Invited)
Miller, M.I.: Informal Talk Shape Analysis Retreat. Baltimore, MD. October 17, 2005. Laurent Younes (Invited)
Miller, M.I.: Concept of Biomedical Engineering JHU Biomedical Engineering Retreat. Baltimore, MD. May 23, 2005. Eric Young (Invited)
Miller, M.I.: Results/Challenges in 3D Medical Shape Analysis Statistical Inferences on Shape Manifolds Workshop. Palo Alto, CA. May 06, 2005. David Mumford (Invited)
Miller, M.I.: Applications of Computational Anatomy to Mental Illness The Whitaker Foundation Leadership Award Site Visit. Baltimore, MD. March 29, 2005. Murray Sachs (Invited)
Miller, M.I.: Plenary Talk Morphometry Biomedical Informatics Research Network Spring Conference. Miami Beach, FL. March 02, 2005. Jorge Jovicich (Invited)
Miller, M.I.: Clutter Metrics for ATR Dayton, OH. December 01, 2004. (Invited)
Miller, M. I.: Going from Structural Maps to Functional Imagery: Initiatives in DTI and fMRI F.M. Kirby Research Center for Functional Brain Imaging Retreat. Baltimore, MD. October 30, 2004. Dr. Peter van Zijl (Invited)
Miller, M. I.: Emerging Field of Computational Anatomy IPAM's Graduate Summer School: Mathematics in Brain Imaging. Los Angeles, CA. July 12, 2004. Invited by Paul Thompson (Invited)
Miller, M. I.: Advances in Imaging Sciences The Whitaker Foundation Leadership Award Site Visit. Johns Hopkins University, Baltimore, MD. March 18, 2004. Murray Sachs (Invited)
Miller, M. I.: Intel Technology for Imaging Science and Computational Anatomy HPC Roundtable. Portland, OR. March 17, 2004. Dr. David Barkai (Invited)
Miller, M. I.: I-3 Presentation to IBM representatives. Johns Hopkins University, Baltimore, MD. November 11, 2003.
Miller, M. I.: Computational Anatomy and Models for Image Analysis Institute for Systems Research, Seminar. University of Maryland, College Park, MD. November 05, 2003. invited by Dr. P.S. Krishnaprasad (Invited)
Miller, M. I.: Models for Image Analysis and Computational Anatomy Computational Sciences Lecture Series. University of Wisconsin, Madison, WI. October 30, 2003. invited by Dr. Robert Nowak (Invited)
Miller, M. I.: Computational Neuropsychiatry and Computer Vision: Some Applications to Psychiatry JHU Department of Psychiatry Weekly Research Conference. Johns Hopkins University, Baltimore, MD. October 07, 2003. invited by Russell Margolis (Invited)
Miller, M. I.: Computational Anatomy and Models for Image Analysis BC Inverse Problems and Medical Imaging Workshop. Vancouver, BC. August 06, 2003. invited by Dr. John Schotland (Invited)
Miller, M. I.: Image Analysis in the 21st Century The JASONS Program. San Diego, CA. July 08, 2003. invited by Dr. Robert Henderson (Invited)
Miller, M. I.: The Emerging Discipline of Computational Anatomy Conformal Brain Mapping Meeting. Townsend, TN. May 20, 2003. invited by Ken Stephenson (Invited)
Miller, M. I.: Photo/Geo Metric Spaces for Image Analysis ONR PI Meeting. University of Minnesota. May 09, 2003. invited by Dr. Guillermo Sapiro (Invited)
Miller, M. I.: Computational Anatomy: An Emerging Discipline GRASP Laboratory Seminar, Computer Science. University of Pennsylvania. April 10, 2003. invited by James Gee (Invited)
Miller, M. I.: Metrics and Euler-Lagrange Equations of Computational Anatomy IPAM UCLA Seminar. Los Angeles, CA. April 08, 2003. invited by Song Chun Zhu (Invited)
Miller, M. I.: Technologies for a Center of Excellence in Homeland Security Mt. Washington Valley Economic Council Talk. North Conway, NH. March 06, 2003. invited by John Bruni (Invited)
Miller, M. I.: Metrics and Euler-Lagrange Equations of Computional Anatomy CAIP Center Seminar. Rutgers University. February 24, 2003. invited by Dr. Ed Devinney (Invited)
Miller, M.I.: On the Metrics and Euler-Lagrange Equations of Computational Anatomy Image Analysis and Understanding Data from Scientific Experiments. Los Alamos National Laboratory, Los Alamos, NM. December 02, 2002. (Invited)
Miller, M.I.: The Euler-Lagrange Equations of Computational Anatomy Reunion Conference for the Geometrically Basded Motions IPAM Program. Lake Arrowhead, CA. September 16, 2002. (Invited)
Miller, M.I.: Computational Anatomy: An Emerging Discipline Annual Meeting of the Society for Mathematical Biology and International Conference on Mathematics and Biology. Knoxville, TN. July 13, 2002. Plenary Speaker (Invited)
Miller, M.I. & P. van Zijl: Overview of Resource for Quantitative Functional MRI National Center for Research Resources PI Meeting. Bethesda, MD. June 24, 2002. (Invited)
Miller, M. I.: On the Metrics and Variational Equations of Computational Anatomy SIAM Life Sciences 2002. Boston, MA. March 06, 2002. (Invited)
Miller, M.I. & J.T. Ratnanather: Development and Validation of New Tools for Computational Anatomy Conte Center Executive Committee Meeting. JHU. February 12, 2002. (Invited)
Miller, M. I.: Information Theory of Automatic Target Recognition Northrop Grumman Space System Division Seminar. Azusa, CA. January 22, 2002. (Invited)
Miller, M.I.: Image Understanding NSF Science and Technology Center Site Review. Rutgers University, NJ. October 10, 2001. (Invited)
Miller, M.I.: Computational Anatomy NIH/NIAA Workshop. Bethesda, MD. September 10, 2001. (Invited)
Miller, M.I.: Metric Spaces for Clutter Invariant ATR Wright Patterson Air-Force Base. August 08, 2001. (Invited)
Miller, M.I.: Pattern Based Computing Santa Rosa Darpa Meeting. Santa Rosa, CA. June 25, 2001. (Invited)
Miller, M. I.: The Information Theory for Optimal Aimpoint Selection via Multiple Sensors Office of Naval Research (ONR), Marine Corps Review. Quantico, VA. March 02, 2001. (Invited)
Miller, M. I.: Impact of NPACI on Computational Anatomy NPACI All hands Meeting. San Diego, CA. February 27, 2001. (Invited)
Miller, M.I.: The Emerging Discipline of Computational Anatomy Computer Surgery. The National Library of Medicine. January 16, 2001. (Invited)
Miller, M.I.: Performance Analysis of Multiple Sensor Systems in Automatic Target Recognition Office of Naval Research MURI Review. Johns Hopkins University, Baltimore, MD. November 10, 2000.
Miller, M.I.: Pattern Based Computing DARPA Workshop on Future of Pattern Based Computing. San Diego, CA. October 24, 2000.
Miller, M.I.: Computational Anatomy: An Emerging Discipline University of Minnesota's Symposium on Brain Imaging. IMA, University of Minnesota. October 13, 2000. (Invited)
Miller, M.I.: ATR: Automated Target Recognition Thomson-CSF Research Laboratory, Palaiseau, France. September 28, 2000. (Invited)
Miller, M.I.: The Information Theory of Imaging Science Mathematics and Image Analysis 2000. Ecole Polytechnique, Paris, France. September 27, 2000. (Invited)
Miller, M.I.: Information Theory, Image Understanding, Automated Target Recognition DARPA Workshop on Future of Image Analysis. University of Colorado. August 06, 2000. (Invited)
Miller, M.I.: Computational Anatomy: An Emerging Discipline Symposium on Inference for Stochastic Processes. University of Georgia, Athens, GA. May 12, 2000. (Invited)
Miller, M.I.: Deformable Templates and Image Understanding The Applied Physics Laboratory, JHU. March 03, 2000. (Invited)
The Future of Computational Imaging Science Donald L. Snyder Workshop. Washington University. January 15, 2000. (Invited)
Miller, M.I.: The Future of Computational Imaging Science Workshop on Computational Science and Information Technology. Florida State University. November 04, 1999. (Invited)
Miller, M.I.: CIS Meets Lincoln Lab ATR Group MIT, Boston, MA. June 18, 1999. (Invited)
Miller, M.I.: Computational Anatomy: An Emerging Discipline The First F.M. Kirby Symposium on Functional Brain Imaging. Johns Hopkins University, Baltimore, MD. May, 1999. (Invited)
Miller, M.I.: The Future of Medical Imaging Florida State University. March, 1999. (Invited)
Miller, M.I.: Metrics and Performance Bounds for ATR Automated Target Recognition Working Group. February, 1999. (Invited)
Miller, M.I.: Imaging Science and Engineering, Multi Sensor, Multi-Scale, Multi-Organ JHU, Whitaker Institute, Baltimore, MD. September 08, 1998. (Invited)
Miller, M.I.: Workshop on Statistics of Brain Mapping Universite de Montreal, the Centre de Recherches Mathematiques. June, 1998. Invited by Professor Keith Worsley (Invited)
Miller, M.I.: ATR and Image Understanding in the Center for Imaging Science 1998 Annual Review Brown MURI/CIS. Brown University. April 21, 1998. (Invited)
Miller, M.I.: Computational Anatomy for Neuroscience NPACI All-Hands Meeting. San Diego, CA. January 08, 1998. (Invited)
Miller, M.I.: Large Deformation Diffeomorphisms for Computational Anatomy Human Brain Mapping and Modeling. San Antonio, Texas. December, 1997. (Invited)
Miller, M.I.: Computational Anatomy: An Emerging Discipline - III UFR de Math'ematiques et Informatique, Seminaire. Universite Rene Descartes. November 26, 1997. (Invited)
Miller, M.I.: Image Understanding Via Deformable Template: Applications to Computational anatomy, An Emergency Discipline Seminaire D'Ivitiation A La Recherche. ENS, Paris, France. November 24, 1997. (Invited)
Miller, M.I.: Computational Anatomy: An Emerging Discipline - II UFR de Math'ematiques et Informatique, Seminaire. Universite Rene Descartes. November 19, 1997. (Invited)
Miller, M.I.: Computational Anatomy: An Emerging Discipline - I UFR de Math'ematiques et Informatique, Seminaire. Universite Rene Descartes. November 05, 1997. (Invited)
Miller, M.I.: Plenary Speaker, "Mathematics for Object Recognition Shape, Invariance and Deformations" Luminy, France, ENS de Cachan. November, 1997. (Invited)
Miller, M.I.: Information Bounds for ATR Learning and Vision Recognition Workshop. University of Maryland. October 08, 1997. (Invited)
Miller, M.I.: Computational Anatomy: An Emerging Discipline Washington University School of Medicine. September, 1997. (Invited)
Miller, M.I.: Plenary Speaker, "Computational Anatomy: An Emerging Discipline" The Gordon Conference. Salve Regina, RI. July, 1997. (Invited)
Miller, M.I.: Image Understanding Via Deformable Templates: From Representation to Inference University of Illinois at Champaign-Urbana. May 15, 1997.
Miller, M.I.: Fundi, Geodesics and Curves of the Neocortex Human Brain Mapping Meeting. National Institute of Mental Health. May 01, 1997. (Invited)
Miller, M.I.: Invited Speaker, "Image Analysis in Neuroanatomy" 50th Anniversary of the Div. of Applied Mathematics, Current and Future Challenges in the Applications of Mathematics Intl. Symposium. May, 1997. Brown University (Invited)
Miller, M.I.: Performance and Information Bounds for ATR DARPA ACMP / Signal Processing in 2010 Workshop. Orlando, Florida. April 25, 1997. (Invited)
Miller, M.I.: Image Understanding via Computational Anatomy University of Wisconsin-Madison. April 21, 1997. Invited by W.J. Tompkins (Invited)
Miller, M.I.: Computational Anatomy: An Emerging Discipline Stochastic Systems Research Group. MIT, Boston, MA. March 10, 1997. Invited by A.S. Willsky (Invited)
Miller, M.I.: Image Understanding Via Deformable Templates: Applications to Computational Anatomy Ohio State University. February 27, 1997. Invited by P.K. Goel (Invited)
Miller, M.I.: Progress in the Center for Imaging Science: Sensor Variability, Performance Bounds, Clutter, and Complexity First Annual Center for Imaging Science Review. St. Louis, MO. January 16, 1997.
Miller, M.I.: Image Understanding via Deformable Templates: From Representation to Inference Distinguished Lecture Series in Computer Engineering. University of Texas. November 15, 1996. Invited by J.K. Aggarwal (Invited)
Miller, M.I.: Markov Random Fields and Random Graphs Information Theory Workshop on Statistics and Information Theory. Washington, D.C.. November, 1996.
Miller, M.I.: Deformable Templates: From Representation to Inference Yale University. November, 1996. Invited by P.N. Belhuemer (Invited)
Miller, M.I.: Pattern Theory: From Representation to Inference Duke University. October, 1996. (Invited)
Miller, M.I.: Deformable Anatomical Data Bases NSF Grand Challenges Applications Group Meeting. Arlington, VA. August, 1996. (Invited)
Miller, M.I.: Deformable Templates: From Representation to Inference Mathematical Theory of Networks and Systems (MTNS)-96. St. Louis, Missouri. June 27, 1996. (Invited)
Miller, M.I.: Image Understanding via Deformable Templates Joint Research Conference on Statistics in Quality, Industry and Technology. May 29, 1996. (Invited)
Miller, M.I.: Image Understanding via Deformable Templates: From Representation to Inference Joint Research Conference on Statistics in Quality, Industry and Technology. Gaithersburg, MD. May, 1996. (Invited)
Miller, M.I.: Jump Diffusions for 1, 2, 3-Dimensional Shapes University of Michigan. April, 1996. (Invited)
Miller, M.I.: On Mapping the Geometry of the Brain American Science and Engineering Academy Meeting (Session on Brain Imaging). Baltimore, MD. February 09, 1996. Organized by M.E. Raichle (Invited)
Miller, M.I.: Model Based Medical Imaging Society for Industrial and Applied Mathematics Mini Symposium on Medical Imaging. San Diego, CA. July, 1994. (Invited)
Miller, M.I.: Inference in Parameter Spaces of Varying Dimension Newton Institute, A Year in Computer Vision. Cambridge, England. October, 1993. Invited by D.B. Mumford
Miller, M.I.: Jump-Diffusions for Inference of Shape University of Chicago. April, 1992. (Invited)
Miller, M.I.: Position Paper on Deformable Anatomical Databases Using Pattern Theoretic Methods Visible Human Project Workshop on Whole-Body 3-Dimensional Electronic Imaging of the Human Body. Dayton, OH. March, 1992. (Invited)
Miller, M.I.: Shape as Manifolds in 1, 2, and 3-Dimensions Rensselaer Polytechnic Institute. February, 1992. (Invited)
Miller, M.I.: Random Sampling Algorithms Using Jump-Diffusion Processes for Object Discovery Joint Statistical Meeting of the American Statistical Association. August, 1991. Invited by A. Possolo (Invited)
Miller, M.I.: Parallel Computation for Image Reconstruction Based on Regularized Maximum-Likelihood American Statistical Association, Interface 91: Computing Science and Statistics. August, 1991. Invited by J. Besag (Invited)
Miller, M.I.: Jump-Diffusion Processes for Speech Recognition and Automated Segmentation American Statistical Association, Interface 91: Computing Science and Statistics. August, 1991. Invited by J. Besag (Invited)
Miller, M.I.: Automated Segmentation of Biological Shapes Mathematical Science Lecture Series. Johns Hopkins University. May, 1991. Invited by U. Grenander (Invited)
Miller, M.I.: Jump-Diffusion Algorithms for Automated Hypothesis Generation and Biological Shape Recognition University of Maryland. April, 1991. (Invited)
Miller, M.I.: Jump Diffusion Algorithms for Object Identification Beckman Institute, University of Illinois. April, 1991. (Invited)
Miller, M.I.: Combinatorics and Entropies of Random Branching Processes and Context Free Languages MIT, Boston, MA. April, 1991. Invited by S.K. Mitter (Invited)
Miller, M.I.: Combinatorics and Entropies of Random Branching Processes and Context Free Languages Bell Laboratories. March, 1991. Invited by L. Shepp (Invited)
Miller, M.I.: Massively Parallel Computation for Hierarchical Imaging Systems University of Minnesota. May, 1990. (Invited)
Miller, M.I.: Automatic Hypothesis Construction for Global Shape Analysis Workshop on Global Models, Image Analysis. MIT, Boston, MA. May, 1990. Invited by Sanjoy Mitter (Invited)
Miller, M.I.: Entropies of Context-Free Languages Yale University. April, 1990. (Invited)
Systems and Controls

Research Interests

Image Understanding and Computer Vision
Medical Imaging and Computational Anatomy
Computational Neuroscience

Publications: Abstracts

Jidan Zhong, Randy L. Buckner, Bruce Fischl, Michael I. Miller, Anqi Qiu. "Differences in Corpus Callosum Area and Shape in Advanced Aging and Alzheimer’s Diesease". Human Brain Mapping, Jun 2008, Australia. (2008)
Anqi Qiu, Michael I. Miller. "Subcortical Network Shape Analysis via Segmentation Denoising and Random Surface Momentum Maps". Human Brain Mapping, Jun 2008, Australia (2008)
Anqi Qiu, Timothy Brown, Bruce Fischl, Anthony Kolasny, Jun Ma, Randy L. Buckner, Michael I. Miller. "Subcortical Structure Template Generation with its Applications in Shape Analysis". Human Brain Mapping, Jun 2008, Australia. (2008)
Deana Crocetti, Anqi Qiu, Marcy Adler, Michael I. Miller, and Stewart H. Mostofsky. "Analysis of Basal Ganglia Morphometry in Autism Using Large Deformation Diffeomorphic Metric Mapping (LDDMM)". May 2008, London (2008)
Harms MP, Wang L, Kim J, Thompson PA, Miller MI, Csernansky JG. "Thalamic shape abnormalities in siblings at risk for schizophrenia". Society for Neuroscience Annual Meeting (2006)
Zhang J, Evans AC, Hermoye L, Donohue P, Wakana S, Zhang W, Miller MI, van Zijl PC, Mori S. "Late Development of the Superior Longitudinal Fasciculus Revealed by Diffusion Tensor Imaging (DTI)". International Society for Magnetic Resonance in Medicine Annual Meeting 2006 (2006)
Zhang J, Sheikh KA, Miller MI, Mori S. "Quantitative Characterization of Mouse Calf Muscle Degeneration after Left Sciatic Nerve Axotomy with". International Society for Magnetic Resonance in Medicine Annual Meeting 2006 (2006)
Wang, L., P. Miller, M.H. Gado, D. McKeel, M.I. Miller, J.C. Morris and J.G. Csernansky. "Hippocampal shape abnormalities in early AD: A replication study". Alzheimer's and Dementia 1. 1 Suppl 1 (2005):52-53 (PDF)
Hogan, R.E., K.E. Mark, L. Wang, S. Joshi, M.I Miller, M.E. Bertrand, and R.D. Bucholz. "MR Imaging Deformation-Based Segmentation of the Hippocampus in Patients with Mesial Temporal Sclerosis and Temporal Lobe Epilepsy". Epilepsia 40. Suppl 7 (1999):192 (PDF)
Csernansky, J.G., L. Wang, S. Joshi, M.H. Gado, J. Morris, and M.I. Miller. "Hippocampal deformities detected in schizophrenia and Alzheimer's disease by high dimensional brain mapping". European Neuropsychopharmacology 9. Suppl 5 (1999):268 (PDF)
Bucholz, R.D., A.L. Levy, G.E. Christensen, K.J. Frank, A. Hammoud, J.M. Henderson, S. Joshi, L.L. McDurmont, K.E. Mark, M.I. Miller et al.. "An internet-connected, patient-specific, deformable brain atlas integrated into a surgical navigation system". Clinical Neurology and Neurosurgery 99. Suppl 1 (1997):S32-S33 (PDF)
Csernansky, J.G., J.W. Haller, A. Banerjee, L. Wang , S. Joshi, G.E. Christensen, M. Gado, M.W. Vannier, and M.I. Miller. "A comparison of the hippocampus in schizophrenia and control subjects using automated methods for neuromorphometry". Schizophrenia Research 24. 1-2 (1997):141 (PDF)
Miller, M.I., and M.B. Sachs. "Temporal representation of CV syllables in populations of auditory-nerve fibers". Journal of the Acoustical Society of America 70. Suppl 1 (1981):S9 (PDF)

Publications: Books

Grenander, U., M. Miller. Pattern Theory from Representation to Inference. Oxford University Press, 2006. (ISBN 0-19-850570-1)
Snyder, D.L., and M.I. Miller. Random Point Processes in Time and Space. Springer-Verlag New York, LLC, 1991. (ISBN 0-387-97577-2)

Publications: Book Chapters

Srivastava, A., A.D. Lanterman, U. Grenander, M. Loizeaux, and M.I. Miller. "Monte Carlo Techniques for Automated Target Recognition." Sequential Monte Carlo Methods in Practice. Springer-Verlag New York, LLC, 2001. 533-552. (ISBN 0-387-95146-6)
Srivastava, A., M.I. Miller, and U. Grenander. "Bayesian Automated Target Recognition." Handbook of Video and Image Processing. Academic Press (Elsevier Science & Technology Books), 2000. 869-882. (ISBN 0-121-19790-5)
Miller, M.I., S.C. Joshi, and G.E. Christensen. "Large Deformation Fluid Diffeomorphisms for Landmark and Image Matching." Brain Warping. Academic Press (Elsevier Science & Technology Books), 1999. 115-132. (ISBN 0-126-92535-6)
Srivastava, A., M.I. Miller, and U. Grenander. "Ergodic Algorithms on Special Euclidean Groups for ATR." System and Control in the 21st Century. Birkhauser Verlag, 1996. 327-350. (ISBN 0-817-63881-4)
Mark, K.E., M.I. Miller, and U. Grenander. "Constrained Stochastic Language Models." Image Models and their Speech Model Cousins. Springer-Verlag New York, LLC, 1996. 131-140. (ISBN 0-387-94806-6)
Schmich, R.M., and M.I. Miller. "Stochastic Intensity of Neural Spike Discharge Based on Active Channel Dynamics. ." Computational Neuroscience: Trends in Research 1995. Academic Press (Elsevier Science & Technology Books), 1996. 125-130. (ISBN 0-121-21041-3)
Vannier, M.W., M.I. Miller, and U. Grenander. "Modeling and Data Structure for Registration to a Brain Atlas of Multidimensional Images." Functional Neuroimaging: Technical Foundations. Academic Press (Elsevier Science & Technology Books), 1994. 217-221. (ISBN 0-126-85845-4)
Wang, J., M.I. Miller, and A.T. Ogielski. "A Stochastic Model of Synaptic Transmission and Auditory Nerve Discharge (Part I)." Computation in Neurons and Neural Systems. Springer-Verlag New York, LLC, 1994. 147-152. (ISBN 0-792-39465-8)
Wang, J., M.I. Miller, and A.T. Ogielski. "A Stochastic Model of Synaptic Transmission and Auditory Nerve Discharge (Part II)." Computation in Neurons and Neural Systems. Springer-Verlag New York, LLC, 1994. 153-158. (ISBN 0-792-39465-8)
Miller, M.I., S.C. Joshi, D.R. Maffitt, J.G. McNally, and U. Grenander. "Membranes, Mitochondria, and Amoebae: 1, 2, and 3 Dimensional Shape Models." Advances in Applied Statistics (Statistics and Images: 2). Carfax Publishing Company, 1994. 141-163. (ISBN 0-902-87945-6)
Snyder, D.L., D.G. Politte, and M.I. Miller. "A Case Study in Statistical Image Processing: Positron Emission Tomography." Spatial Statistics and Imaging. Institute of Mathematical Statistics, 1992. 368-381. (ISBN 0-940-60027-7)
Miller, M.I., D.R. Fuhrmann, J.A. O'Sullivan, and D.L. Snyder. "Maximum-Likelihood Methods for Toeplitz Covariance Estimation and Radar Imaging." Advances in Spectrum Analysis and Array Processing. Prentice Hall Professional Technical Reference, 1989. 145-172. (ISBN 0-130-08574-X)
Karamanos, N., and M.I. Miller. "A New Method for Estimating Stimulus and Refractory Related Functions from Auditory-Nerve Discharges." Basic Issues in Hearing: Proceedings of the Eighth International Symposium on Hearing. Academic Press (Elsevier Science & Technology Books), 1988. 185-195. (ISBN 0-122-23346-8)
Miller, M.I. "Application of Likelihood and Entropy for Toeplitz Constrained Covariance Estimation." Maximum-Entropy and Bayesian Methods in Science and Engineering. Kluwer Academic Publishers, Dordrecht Boston, 1988. 357-362. (ISBN 9-02772-792-9)

Publications: Journals

Ardekani S, Weiss RG, Lardo AC, George RT, Lima JA, Wu KC, Miller, MI, Winslow RL, Younes L. "Computational Method for Identifying and Quantifying Shape Features of Human Left Ventricular Remodeling". Annals of Biomedical Engineering March (2009)
Wang, L., D. Mamah, M.P. Harms, M. Karnik, J.L. Price, M.H. Gado, P.A. Thompson, J.D.M. Barch, M.I. Miller, J.G. Csernansky. "Progressive Deformation of Subcortical Brain Structures in Schizophrenia". Archives of General Psychiatry (2008)
Trosset, M.W., C.E. Priebe, Y. Park, M.I. Miller. "Semisupervised Learning from Dissimiliarity Data". Computational Statistics and Data Analysis (2008)
Calabrese, D.R., Wang, L., Harms, M.P., Ratnanather, J.T., Barch, D.M., Cloninger, C.R., Thompson, P.A., Miller, M.I., Csernansky, J.G.. "Cingulate gyrus neuroanatomy in schizophrenia subjects and their non-psychotic siblings.". Schizophr Res 104, 61-70. (2008)
Mori S., Oishi K., Jiang H, Jiang L., Li X., Akhter K., Hua K., Faria AV., Mahmod A., Woods R., Toga WA., Pike B, Rosa Neto P, Evans A, Zhang J, Huang H, Miller MI, van Zijl, PCM, Mazziotta, J. ""Stereotaxic white matter atlas based on diffusion tensor imaging in an ICBM template"". NeuroImage, 40, 570-582 (2008)
Anqi Qiu, Warren D. Taylor, Zheen Zhao, James R. MacFall, Michael I. Miller, David C. Steffens, K. Ranga R. Krishnan. "APOE Related Hippocampal Shape Alteration in Geriatric Depression". NeuroImage (2008)
Michael I. Miller, Anqi Qiu. "The Emerging Discipline of Computational Functional Anatomy". NeuroImage (2008)
Anqi Qiu, Marilyn Albert, Laurent Younes, Michael I. Miller. "Time Sequence Diffeomorphic Metric Mapping and Parallel Transport Track Time-Dependent Shape Changes". NeuroImage, (2008)
Anqi Qiu, Deana Crocetti, Marcy Adler, Mark Mahone, Martha Deckla, Michael I. Miller, and Stewart H. Mostofsy. "Basal ganglia volume and shape in children with ADHD". Am J Psychiatry (2008)
Anqi Qiu, Michael I. Miller. "Multi-Structure Network Shape Analysis via Normal Surface Momentum Maps". NeuroImage 42(4):1430-8,2008 (2008)
Joan Glaunès, Anqi Qiu, Michael I. Miller, Laurent Younes. "Large Deformation Diffeomorphic Curve Matching". International Journal of Computer Vision (2008)
Anqi Qiu, Marc Vaillant, Patrick Barta, J. Tilak Ratnanather, Michael I. Miller. "Region of Interest Based Analysis of Cortical Thickness Variation of Left Planum Temporale in Schizophrenia and Psychotic Bipolar Disorder". Human Brain Mapping, 29(8):973-985, 2008 (2008)
Michael I. Miller, Carey Priebe, Anqi Qiu, Bruce Fischl, Anthony Kolasny, Youngser Park, Evelina Busa, Jorge Jovicich, Peng Yu, Brad Dickerson, Randy L. Buckner, and the Morphometry BIRN. "Collaborative Computational Anatomy: the Perfect Storm for MRI Morphometry Study of the Human Brain via Diffeomorphic Metric Mapping". Human Brain Mapping (2008)
Hao Huang, Can Ceritoglu, Xin Li, Anqi Qiu, Michael I. Miller, Peter C.M. van Zijl, Susumu Mori. "Correction of B0-Susceptibility Distortion in SENSE Single-shot EPI-based Diffusion Weighed Images Using Large Deformation Diffeomorphic Metric Mapping". Magnetic Resonance Imaging (2008)
Anqi Qiu, Laurent Younes, Michael I. Miller. "Intrinsic and Extrinsic Analysis in Computational Anatomy". NeuroImage, 39(4):1803-1814, 2008. (2008)
Laurent Younes, Anqi Qiu, Raimond L. Winslow, Michael I. Miller. "Transport of Relational Structures in Groups of Diffeomorphisms". Journal of Mathematical Imaging and Vision, 32:41-56,2008 (2008)
Anqi Qiu, Laurent Younes, Michael I. Miller, John G. Csernansky. "Parallel Transport in Diffeomorphisms Distinguishes Time-Dependent Hippocampal Surface Atrophy in Healthy Aging and Alzheimer’s Disease". NeuroImage, 40(1):68-76, 2008 (2008)
Qiu, A., L. Younes, and M.I. Miller. "Region of Interest Based Analysis of Cortical Thickness Variation of Left Planum Temporale in Schizophrenia and Psychotic Bipolar Disorder". Human Brain Mapping (2007)
Wang, L., D.Y. Lee, E. Bailey, J.M. Hartlein, M.H. Gado, M.I. Miller, and K.J. Black. "Validity of Large-deformation High Dimensional Brain Mapping of the Basal Ganglia in Adults with Tourette Syndrome". Psychiatry Research: Neuroimaging (2007) (HTML/PDF)
Vaillant, M., A. Qiu, J. Glaunes, and M.I. Miller. "Diffeomorphic Metric Surface Mapping in Subregion of the Superior Temporal Gyrus". NeuroImage 34. 3 (2007):1149-1159 (HTML/PDF)
Wang, L., M. Beg, J. Ratnanather, C. Ceritoglu, L. Younes, J.C. Morris, J.G. Csernansky, and M.I. Miller. "Large Deformation Diffeomorphism and Momentum Based Hippocampal Shape Discrimination in Dementia of the Alzheimer Type". IEEE Transactions on Medical Imaging 26. 4 (2007):462-470 (HTML/PDF)
Wang, L., M Hosakere, JL Trein, JT Ratnanather, DM Barch, PA Thompson, A Qiu, MI Miller, and JG Csernanksy. "Abnormalities of cingulate gyrus neuroanatomy in schizophrenia". Schizophrenia Research 93 (2007):66-78 (HTML/PDF)
Qiu, A, . L. Younes, JT Ratnanather, JG Csernansky, and MI Miller. "Cortical thinning of the cingulate gyrus in schizophrenia ". Schizophrenia Bulletin 33 (2007):352
Qiu, A., L. Younes, L. Wang, S.K. Gillespie, G. Kaplan, J.G. Csernansky, and M.I. Miller. "Combining anatomical manifold information via diffeomorphic metric mappings for studying cortical thinning of the cingulated gyrus in schizophrenia". NeuroImage (2007) (HTML/PDF)
Ratnanather, J.T., L. Younes, J. Zweck, L. Wang, M. Hosakere, J.G. Csernansky, and M.I. Miller. "Statistical analysis of the surface roughness via local area maps: Application to the cingulate in healthy and schizophrenia subjects". Schizophrenia Bulletin 33 (2007):353
Qiu, A. and M.I. Miller. "The Emerging Discipline of Computational Functional Anatomy". IEEE Transactions Medical Imaging (2007)
Qiu, A., L. Younes, and M.I. Miller. "Intrinsic and Extrinsic Analysis in Computional Anatomy". NeuroImage (2007)
Glaunes, J., A. Qiu, M.I. Miller and L. Younes. "Large Deformation Diffeomorphic Curve Matching". IJCV (2007)
Younes, L., A. Qiu, R.L. Winslow, and M.I. Miller. "Transport of Relational Structures in Groups of Diffeomorphisms". Journal of Mathematical Imaging and Vision (2007)
Huang, H., C. Ceritoglu, X. Li, A. Qui, M.I. Miller, P.C.M. van Zijl, and S. Mori. "Correction of BO-Susceptibility Distortion of SENSE Single-shot EPI-based Diffusion Weighed Images Using Large Deformation Diffeomorphic Metric Mapping". Journal of Magnetic Resonance Imaging (2007)
Munn, M.A., J. Alexopoulos, T. Nishino, C.M. Babb, L.A. Flake, T. Singer, J.T. Ratnanather, H. Huang, R.D. Todd, M.I. Miller, and K.N. Botteron. "Amygdala Volume Analysis in Female Twins with Major Depression". Biol Psychiatry (2007) (HTML/PDF)
Priebe, C., Y. Park, M.I. Miller, K. Botteron, and N. Mohan. "Statistical Analysis of Twin Populations using Dissimilarity Measurements in Hippocampus Shape Space". Journal of Biomedicine and Biotechnology (2007)
Mamah, D., Wang, L., Barch, D., de Erausquin, G.A., Gado, M., Csernansky, J.G.. "Structural analysis of the basal ganglia in schizophrenia.". Schizophr Res 89, 59-71. (2007)
Zhang Y, Schuff N, Jahng GH, Bayne W, Mori S, Schad L, Mueller S, Du AT, Kramer JH, Yaffe K, Chui H, Jagust WJ, Miller BL, Weiner MW. ""Diffusion tensor imaging of cingulum fibers in mild congnitive impmairment and Alzheimer disease"". Neurology 68, 13-19 (2007)
Deboy CA, Zhang J., Dike S, Shats I, Jones M, Reich DS, Mori S, Nguyen T, Rothstein B, Miller RH, Griffin JT, Kerr DA, Calabresi PA. ""High resolution diffusion tensor imaging of axonal damage in focal inflammatory and demyelinating lesions in rat spinal cord"". Brain, 130, 2199-2210 (2007)
Zhang J, Evans A., Hermoye L., Lee SK, Wakana S., Zhang W., Donohue P, Miller MI, Huang H, Wang X, van Zijl PCM, Mori S. ""Evidence of slow maturation of the superior longitudinal fasciculus in early childhood by diffusion tensor imaging"". NeuroImage, 38, 239-247 (2007)
Anqi Qiu, Laurent Younes, Michael I. Miller. "Intrinsic and Extrinsic Analysis in Computational Anatomy". Human Brain Mapping, Jun 2007, Chicago (2007)
Anqi Qiu, Laurent Younes, Lei Wang, J. Tilak Ratnanather, Sarah K. Gillepsie, Gillian Kaplan, John Csernansky, Michael I. Miller. "Combining Anatomical Manifold Information via Diffeomorphic Metric Mappings for Studying Cortical Thinning of the Cingulate Gyrus in Schizophrenia". Neuroimage, 37, 821-833, 2007 (2007)
Lei Wang, Malini Hosakere, Joshua C. L. Trein, J. Tilak Ratnanather, Deanna M. Barch, Paul A. Thompson, Anqi Qiu, Mokhtar Gado, Michael I. Miller, John G. Csernansky. "Abnormalities of Cingulate Gyrus Neuroanatomy in Schizophrenia". Schizophr Res 93, 66-78, 2007 (2007)
Marc Vaillant, Anqi Qiu, Joan Glaunès, Michael I. Miller. "Diffeomorphic Metric Surface Mapping in Subregion of the Superior Temporal Gyrus". NeuroImage 34, 1149-1159, 2007. (2007)
Kirwan, C.B., C. Jones, M.I. Miller, C.E.L. Stark. "High Resolution fMRI Investigation of the Medial Temporal Lobe". Human Brain Mapping (2006) (HTML)
Miller, M.I., A Trouve, and L. Younes. "Geodesic Shooting for Computational Anatomy". Journal of Mathematical Imaging and Vision (2006)
Priebe, C.E., M.I. Miller, and J.T. Ratnanather. "Segmenting Magnetic Resonance Images via Hierarchical Mixture Modelling". Computational Statistics and Data Analysis 50. 2 (2006):551-567 (HTML/PDF)
Wang, L., J.P. Miller, M.H. Gado, D.W. McKeel, M. Rothermich, M.I. Miller, J.C. Morris, and J.G. Csernansky. "Abnormalities of Hippocampal Surface Structure in Very Mild Dementia of the Alzheimer Type". NeuroImage 30. 1 (2006):52-60 (HTML/PDF)
Qiu, A., B.J. Rosenau, A.S. Greenberg, P. Barta, S. Yantis, and M.I. Miller. "Estimating Linear Cortical Magnification in Human Primary Visual Cortex via Dynamic Programming". NeuroImage 31. 1 (2006):125-138 (HTML/PDF)
Lanterman, A.D., D.L. Snyder, and M.I. Miller. "Extension of Good's Roughness for Maximum Penalized-Likelihood Estimation for Emission Tomography". IEEE Transactions on Medical Imaging (2006)
Qiu, A., D. Bitouk, and M.I. Miller. "Smooth Functional and Structural Maps on the Neocortex Via Orthonormal Bases of the Laplace-Beltrami Operator". IEEE Transactions on Medical Imaging 25. 10 (2006):1296-1306 (PDF)
Helm, P.A., L. Younes, M.F. Beg, D.B. Ennis, C. Leclercq, O.P. Faris, E. McVeigh, D. Kass, M.I. Miller, and R.L. Winslow. "Evidence of Structural Remodeling in the Dyssynchronous Failing Heart.". Circulation Research 98. 1 (2006):125-132 (PDF)
Bitouk, D., M.I. Miller, and L. Younes. "Clutter Invariant ATR". IEEE Transactions on Pattern Analysis and Machine Intelligence 27. 5 (2005):817-821 (PDF)
Csernansky, J.G., L. Wang, J.S. Swank, J.P. Miller, M.H. Gado, D.W. McKeel, M.I. Miller, and J.C. Morris. "Preclinical Detection of Alzheimer's Disease: Hippocampal Shape and Volume Predicts Dementia Onset in the Elderly". NeuroImage 25. 3 (2005):783-792 (HTML/PDF)
Miller, M.I., M.F. Beg, C. Ceritoglu, and C. Stark. "Increasing the Power of Functional Maps of the Medial Temporal Lobe by Using Large Deformation Diffeomorphic Metric Mapping". Proceedings of the National Academy of Sciences 102. 27 (2005):9685-9690 (HTML/PDF)
Huang, H., J. Zhang, H. Jiang, S. Wakana, L. Poetscher, M.I. Miller, P. van Zijl, A.E. Hillis, R. Wytik., and S. Mori. "DTI Tractography Based Parcellation of White Matter: Application to the Mid-sagittal Morphology of Corpus Callosum". NeuroImage 26. 1 (2005):195-205 (HTML/PDF)
Zhang, J., M.I. Miller, C. Plachez, L.J. Richards, P. Yarowsky, P. van Zijl, and S. Mori. "Mapping Postnatal Mouse Brain Development with Diffusion Tensor Microimaging". NeuroImage 26. 4 (2005):1042-1051 (HTML/PDF)
Barta, P., M.I. Miller, and A. Qiu. "A Stochastic Model for Studying the Laminar Structure of Cortex from MRI". IEEE Transactions on Medical Imaging 24. 6 (2005):728-743 (PDF)
Beg, M.F., M.I. Miller, A. Trouve, and L. Younes. "Computing Large Deformation Metric Mapping via Geodesic Flows of Diffeomorphisms". International Journal of Computer Vision 61. 2 (2005):139-157 (PDF)
Cao, Y., M.I. Miller, R.L. Winslow, and L. Younes. "Large Deformation Diffeomorphic Metric Mapping of Vector Fields". IEEE Transactions on Medical Imaging 24. 9 (2005):1216-1230 (PDF)
Helm, P., M.F. Beg, M.I. Miller, and R.L. Winslow. "Measuring and Mapping Cardiac Fiber and Laminar Architecture Using Diffusion Tensor MR Imaging". Annals of the New York Academy of Sciences 1047 (2005):296-307 (HTML/PDF)
Zhang, J., Y.B. Chen, J.M. Hardwick, M.I. Miller, C. Plachez, L.J. Richards, P. Yarowsky, P. van Zijl, and S. Mori. "Magnetic Resonance Diffusion Tensor Microimaging Reveals a Role for Bcl-x in Brain Development and Homeostasis". Journal of Neuroscience 25. 8 (2005):1881-1888 (HTML/PDF)
Zhang, J. Miller, M., Yarowsky, P., van Zijl, P., Mori, S.. ""Mappting postnatal mouse brain development with diffusion tensor microimaging"". NeuroImage, 26, 1042-1051 (2005)
Csernansky, J.G., M.K. Schindler, N.R. Splinter, L. Wang, M. Gado, L.D. Selemon, D. Rastogi-Cruz, J.A. Posener, P.A. Thompson, and M.I. Miller. "Abnormalities of Thalamic Volume and Shape in Schizophrenia". The American Journal of Psychiatry 161 (2004):896-902 (HTML/PDF)
Vaillant, M., M.I. Miller, L. Younes, and A. Trouve. "Statistics on diffeomorphisms via tangent space representations". NeuroImage 23. Suppl 1 (2004):S161-S169 (HTML/PDF)
Glaunes, J., M. Vailliant, and M.I. Miller. "Landmark Matching via Large Deformation Diffeomorphisms on the Sphere". Journal of Mathematical Imaging and Vision 20 (2004):179-200 (PDF)
Ratnanather, J.T., L. Wang, M.B. Nebel, M. Hosakere, X. Han, J.G. Csernansky, and M.I. Miller. "Validation of Semiautomated Methods for Quantifying Cingulate Cortical Metrics in Schizophrenia". Psychiatry Research: Neuroimaging 132. 1 (2004):53-68 (HTML/PDF)
Beg, M.F., P.A. Helm, E. McVeigh, M.I. Miller, and R.L. Winslow. "Computational cardiac anatomy using MRI". Magnetic Resonance in Medicine 52. 5 (2004):1167-1174 (HTML/PDF)
Miller, M.I.. "Computational anatomy: shape, growth, and atrophy comparison via diffeomorphisms". NeuroImage 23. Suppl 1 (2004):S19-S33 (HTML/PDF)
Csernansky, J.G., L. Wang, S.C. Joshi, J.T. Ratnanather, and M.I. Miller. "Computational anatomy and neuropsychiatric disease: probabilistic assessment of variation and statistical inference of group difference, hemispheric asymmetry, and time-dependent change". NeuroImage 23. Suppl 1 (2004):S56-S68 (HTML/PDF)
Ratnanather, J.T., P.E. Barta, N.A. Honeycutt, N.G. Lee, H.M. Morris, A.C. Dziorny, M.K. Hurdal, G.D. Pearlson, and M.I. Miller. "Dynamic Programming Generation of Boundaries of Local Coordinatized Submanifolds in the Neocortex: Application to the Planum Temporale". NeuroImage 20. 1 (2003):359-377 (HTML/PDF)
Tepest, R., L. Wang, M.I. Miller, P. Falkai, and J.G. Csernansky. "Hippocampal Deformities in the Unaffected Siblings of Schizophrenia Subjects". Biological Psychiatry 54. 11 (2003):1234-1240 (HTML/PDF)
Posener, J.A., L. Wang, J.L. Price, M.H. Gado, M.A. Province, M.I. Miller, C.M. Babb, and J.G. Csernansky. "High-Dimensional Mapping of the Hippocampus in Depression". The American Journal of Psychiatry 160 (2003):83-89 (HTML/PDF)
Wang, L., J.S. Swank, I.E. Glick, M.H. Gado, M.I. Miller, J.C. Morris, and J.G. Csernansky. "Changes in Hippocampal Volume and Shape Across Time Distinguish Dementia of the Alzheimer Type from Healthy Aging". NeuroImage 20. 2 (2003):667-682 (HTML/PDF)
Miller, M.I., M. Hosakere, A.R. Barker, C.E. Priebe, N. Lee, J.T. Ratnanather, L. Wang, M. Gado, J.C. Morris, and J.G. Csernansky. "Labeled cortical mantle distance maps of the cingulate quantify differences between dementia of the Alzheimer type and healthy aging". Proceedings of the National Academy of Sciences 100. 25 (2003):15172-15177 (HTML/PDF)
Srivastava, A., U. Grenander, G.R. Jensen, and M.I. Miller. "Jump-Diffusion Markov Processes on Orthogonal Groups for Object Recognition". Journal of Statistical Planning and Inference 103. 1-2 (2002):15-37 (HTML/PDF)
Jain, A., P. Moulin, M.I. Miller, and K. Ramchandran. "Information-Theoretic Bounds on Target Recognition Performance Based on Degraded Image Data". IEEE Transactions on Pattern Analysis and Machine Intelligence 24. 9 (2002):1153-1166 (PDF)
Miller, M.I., A. Trouve and L. Younes. "On the Metrics and Euler-Lagrange Equations of Computational Anatomy". Annual Review of Biomedical Engineering 4 (2002):375-405 (HTML/PDF/Supplement)
Csernansky, J.G., L. Wang, D. Jones, D. Rastogi-Cruz, J.A. Posener, G. Heydebrand, J.P. Miller, and M.I. Miller. "Hippocompal Deformities in Schizophrenia Characterized by High Dimenstional Brain Mapping". The American Journal of Psychiatry. 159 (2002):2000-2006 (HTML/PDF)
Ratnanather, J.T., K.N. Botteron, T. Nishino, A.B. Massie, R.M. Lal, S.G. Patel, S. Peddi, R.D. Todd, and M.I. Miller. "Validating Cortical Surface Analysis of Medial Prefrontal Cortex". NeuroImage 14. 5 (2001):1058-1069 (PDF)
Miller, M.I., and L. Younes. "Group Actions, Homeomorphisms, and Matching: A General Framework". International Journal of Computer Vision 41. 1-2 (2001):61-84 (PDF)
O'Sullivan, J.A., M.D. DeVore, V. Kedia, and M.I. Miller. "SAR ATR Performance Using a Conditionally Gaussian Model". IEEE Transactions on Aerospace and Electronic Systems 37. 1 (2001):91-108 (PDF)
Wang, L., S.C. Joshi, M.I. Miller, and J.G. Csernansky. "Statistical Analysis of Hippocampal Asymmetry in Schizophrenia". NeuroImage 14. 3 (2001):531-545 (PDF)
Van Essen, D.C., J.W. Lewis, H.A. Drury, N. Hadjikhani, R.B.H. Tootell, M. Bakircioglu, and M.I. Miller. "Mapping Visual Cortex in Monkeys and Humans using Surface-based Atlases". Vision Research 41. 10-11 (2001):1359-1378 (HTML/PDF)
Miller, M.I., A.B. Massie, J.T. Ratnanather, K.N. Botteron, and J.G. Csernansky. "Bayesian Construction of Geometrically Based Cortical Thickness Metrics". NeuroImage 12. 6 (2000):676-687 (PDF)
Shusterman, E., M.I. Miller, and B. Rimoldi. "Rate-Distortion Theory Applied to Automatic Object Recognition ". IEEE Transactions on Information Theory 46. 5 (2000):1921-1927 (PDF)
Cooper, M.L., and M.I. Miller. "Information Measures for Object Recogntion Accomodating Signature Variability". IEEE Transactions on Information Theory 46. 5 (2000):1896-1907 (PDF)
Joshi, S.C., and M.I. Miller. "Landmark Matching via Large Deformation Diffeomorphisms". IEEE Transactions on Image Processing 9. 8 (2000):1357-1370 (PDF)
Grenander, U., A. Srivastava, and M.I. Miller. "Asymptotic Performance Analysis of Bayesian Target Recognition". IEEE Transactions on Information Theory 46. 4 (2000):1658-1665 (PDF)
Lanterman, A.D., U. Grenander, and M.I. Miller. "Bayesian Segmentation via Asymptotic Partition Functions". IEEE Transactions on Pattern Analysis and Machine Intelligence 22. 4 (2000):337-347 (PDF)
Hogan, R.E., K.E. Mark, L. Wang, S. Joshi, M.I. Miller, and R.D. Bucholz. "Mesial Temporal Sclerosis and Temporal Lobe Epilepsy: MR Imaging Deformation-based Segmentation of the Hippocampus in Five Patients". Radiology 216. 1 (2000):291-297 (HTML/PDF)
Csernansky, J.G., L. Wang, S. Joshi, J.P. Miller, M.H. Gado, D. Kido, D. McKeel, J.C. Morris, and M.I. Miller. "Early DAT is distinguished from aging by high-dimensional mapping of the hippocampus. Dementia of the Alzheimer type.". Neurology 55. 11 (2000):1636-1643 (HTML/PDF)
Csernansky, J.G., L. Wang, S.C. Joshi, M.H. Gado, J.C. Morris, and M.I. Miller. "A Computerized Brain Mapping Method for Detailed Analyses of Neuroanatomical Shapes and Volumes". International Journal of Psychopharmacology 3. Suppl 1 (2000):S379
Lanterman, A., J.A. O'Sullivan, and M.I. Miller. "Kullback-Lieber Distances for Quantifying Clutter and Models". Optical Engineering 38. 12 (1999):2134-2146 (PDF)
Joshi, M., J. Cui, K. Doolittle, S. Joshi, D. Van Essen, L. Wang. and M.I. Miller. "Brain Segmentation and the Generation of Cortical Surfaces". NeuroImage 9. 5 (1999):461-476 (PDF)
Grenander, U., and M.I. Miller. "Computational Anatomy: An Emerging Discipline". Quarterly of Applied Mathematics 56. 4 (1998):617-694
Dupuis, P., U. Grenander, and M.I. Miller. "Variational Problems on Flows of Deffeomorphisms for Image Matching". Quarterly Journal of Applied Mathematics (1998):587-600
Khaneja, N., M.I. Miller, and U. Grenander. "Dynamic Programming Generation of Curves on Brain Surfaces". IEEE Transactions on Pattern Analysis and Machine Intelligence 20. 11 (1998):1260-1265 (PDF)
Csernansky, J.G., S. Joshi, L. Wang, J.W. Haller, M. Gado, J.P. Miller, U. Grenander, and M.I. Miller. "Hippocampal Morphometry in Schizophrenia by High Dimensional Brain Mapping". Proceedings of the National Academy of Sciences 95. 19 (1998):11406-11411 (HTML/PDF)
Grenander, U., M.I. Miller, and A. Srivastava. "Hilbert-Schmidt Lower Bounds for Estimators on Matrix Lie Groups for ATR". IEEE Transactions on Pattern Analysis and Machine Intelligence 20. 8 (1998):790-802 (PDF)
Van Essen, D.C., H.A. Drury, S. Joshi, and M.I. Miller. "Functional and Structural Mapping of the Human Cerebral Cortex: Solutions are in the Surfaces". Proceedings of the National Academy of Sciences 95. 3 (1998):788-795 (HTML/PDF)
Csernansky, J.G, L. Wang, D. Kido, M. Gado, J.G. Morris, and M.I. Miller. "Hippocampal Morphometry in Dementia of the Alzheimer Type by Computer Algorithm". Society of Neuroscience Abstracts 24. 264 (1998)
Bakircioglu, M.M., U. Grenander, N. Khaneja, and M.I. Miller. "Curve matching on brain surfaces using frenet distances". Human Brain Mapping 6. 5-6 (1998):329-333 (PDF)
Schmich, R.M., and M.I. Miller. "Stochastic Threshold Characterization of the Intensity of Active Channel Dynamical Action Potential Generation". The American Physiological Society (1997):2616-2630
Christensen, G.E., S.C. Joshi, and M.I. Miller, . "Volumetric Transformation of Brain Anatomy". IEEE Transactions on Medical Imaging 16. 6 (1997):864-877 (PDF)
Lanterman, A, M.I. Miller, D.L. Snyder. "General Metropolis-Hastings Jump Diffusions for Automatic Target Recognition in Infrared Scenes". Journal of Optical Engineering 36. 4 (1997):1123-1137 (PDF)
Joshi, S., M.I. Miller, and U.Grenander. "On the Geometry and Shape of Brain Sub-Manifolds". Internationational Journal of Pattern Recognition and Artificial Intelligence 11. 8 (1997):1317-1343 (PDF)
Miller, M.I., U. Grenander, J.A. Sullivan, and D.L. Snyder. "Automatic Target Recognition Organized via Jump-Diffusion Algorithms". IEEE Transactions on Image Processing 6. 1 (1997):157-174 (PDF)
Miller, M.I., A. Banerjee, G. Christensen, S. Joshi, N. Khaneja, U. Grenander, and L. Matejic. "Statistical Methods in Computational Anatomy". Statistical Methods in Medical Research 6. 3 (1997):267-299 (PDF)
Christensen, G., R.D. Rabbitt, and M.I. Miller. "Deformable Templates Using Large Deformation Kinematics". IEEE Transactions on Image Processing 5. 10 (1996):1435-1447 (PDF)
Christensen, G.E., M.I. Miller, M.W. Vannier, and U. Grenander. "Individualizing Neuro-anatomical Atlases Using a Massively Parallel Computer". Computer 29. 1 (1996):32-38 (PDF)
Grenander, U., and M.I. Miller. "Computational Anatomy: An Emerging Discipline". Statistical Computing and Graphics 7. 3 (1996):1-8 (PDF)
Haller, J.W., G.E. Christensen, S.C. Joshi, J.W. Newcomer, M.I. Miller, J.G. Csernansky and M.W. Vannier. "Hippocampal MR imaging morphometry by means of general pattern matching". Radiology 199 (1996):787-791 (Abstract)
Srivastava, A., M.I. Miller, and U. Grenander. "Multiple Target Direction of Arrival Tracking". IEEE Transactions on Signal Processing 43. 5 (1995):1282-1285 (PDF)
Miller, M.I., A. Srivastava, and U. Grenander. "Conditional-mean Estimation via Jump-diffusion Processes in Multiple Target Tracking/Recognition". IEEE Transactions on Signal Processing 43. 11 (1995):2678-2690 (PDF)
Schaewe, T.J., and M.I. Miller. "Parallel Algorithms for Maximum A Posteriori Estimation of Spin Density and Spin-spin Decay in Magnetic Resonance Imaging". IEEE Transactions on Medical Imaging 14. 2 (1995):362-373 (PDF)
Miller, M.I., T.J. Schaewe, C.S. Bosch, and J.J.H. Ackerman. "Model-Based Maximum-Likelihood Estimation for Phase- and Frequency-Encoded Magnetic-Resonance-Imaging Data". Journal of Magnetic Resonance, Series B 107. 3 (1995):210-221 (PDF)
Grenander, U., and M.I. Miller. "Representations of knowledge in complex systems". Journal of the Royal Statistical Society. Series B (Methodological) 56. 4 (1994):549-603 (PDF/TIFF)
Turmon, M.J., and M.I. Miller. "Maximum-likelihood Estimation of Complex Sinusoids and Toeplitz Covariances". IEEE Transactions on Signal Processing 42. 5 (1994):1074-1086 (PDF)
Christensen, G.E., R.D. Rabbitt, and M.I. Miller. "3D Brain Mapping using a Deformable Neuroanatomy". Physics in Medicine and Biology 39 (1994):609-618 (PDF)
Butler, C.S., M.I. Miller, T.R. Miller and J.W. Wallis. "Massively Parallel Computers for 3-D Single-Photon Emission Computed Topography". Physics in Medicine and Biology 39 (1994):575-582 (PDF)
Miller, M.I., S.C. Chen, D.A. Kuefler, and A.D. Davignon. "Maximum Likelihood and the EM Algorithm for 2D NMR Spectroscopy". Journal of Magnetic Resonance, Series A 104. 3 (1993):247-257 (PDF)
Chen, S.C., T.J. Schaewe, R.S. Teichman, M.I. Miller, S.N. Nadel, and A.S. Greene. "Parallel Algorithms for Maximum-Likelihood Nuclear Magnetic Resonance Spectroscopy". Journal of Magnetic Resonance, Series A 102. 1 (1993):16-23 (PDF)
Miller, M.I., and C.S. Butler. "3-D Maximum A Posteriori Estimation for Single Photon Emission Computed Tomography on Massively-parallel Computers". IEEE Transactions on Medical Imaging 12. 3 (1993):560-565 (PDF)
Butler, C.S., and M.I. Miller. "Maximum A Posteriori Estimation for SPECT using Regularization Techniques on Massively Parallel Computers". IEEE Transactions on Medical Imaging 12. 1 (1993):84-89 (PDF)
Miller, M.I., G.E. Christensen, Y. Amit, and U. Grenander. "Mathematical Textbook of Deformable Neuroanatomies". Proceedings of the National Academy of Sciences 90. 24 (1993):11944-11948 (PDF)
Joshi, S.C., and M.I. Miller. "Maximum A Posteriori Estimation with Good's Roughness for Three-Dimensional Optical-Sectioning Microscopy". Journal of the Optical Society of America A 10. 5 (1993):1078-1085 (PDF)
Amit, Y., and M.I. Miller. "Large deviations for coding Markov chains and Gibbs random fields". IEEE Transactions on Information Theory 39. 1 (1993):109-118 (PDF)
Miller, M.I., and J. Wang. "A new stochastic model for auditory-nerve discharge". Journal of the Acoustical Society of America 94. 4 (1993):2093-2107 (PDF)
Miller, M.I., and J.A. O'Sullivan. "Entropies and Combinatorics of Random Branching Processes and Context-free Languages". IEEE Transactions on Information Theory 38. 4 (1992):1292-1310 (PDF)
Amit,Y., and M.I. Miller. "Large Deviations for the Asymptotics of Ziv-Lempel Codes for 2-D Gibbs Fields". IEEE Transactions on Information Theory 38. 4 (1992):1271-1275 (PDF)
Roysam, B., D.R. Maffitt, M.I. Miller, J.E. Saffitz, and L.J. Thomas. "A personal computer based implementation of the maximum-likelihood method of analysis of electron microscope autoradiographs". Microscopy Research and Technique 20. 1 (1992):73-86 (PDF)
Roysam, B., and M.I. Miller. "Combining stochastic and syntactic processing with analog computation methods". Digital Signal Processing 2. 2 (1992):48-64 (PDF)
Preza, C., M.I. Miller, L. Thomas Jr., and J.G. McNally. "Regularized Linear Method for Reconstruction of Three-Dimensional Microscopic Objects from Optical Sections". Journal of the Optical Society of America A 9. 2 (1992):219-228 (PDF)
Miller, M.I., and K.E. Mark. "A statistical study of cochlear nerve discharge patterns in response to complex speech stimuli". Journal of the Acoustical Society of America 92. 1 (1992):202-209 (PDF)
Mark, K.E., and M.I. Miller. "Bayesian model selection and minimum description length estimation of auditory-nerve discharge rates". Journal of the Acoustical Society of America 91. 2 (1992):989-1002 (PDF)
Miller M.I., B. Roysam, K.R. Smith, and J.A. O'Sullivan. "Representing and Computing Regular Languages on Massively Parallel Networks". IEEE Transactions on Neural Networks 2. 1 (1991):56-72 (PDF)
McCarthy, A.W., and M.I. Miller. "Maximum Likelihood SPECT in Clinical Computation Times using Mesh-connected Parallel Computers". IEEE Transactions on Medical Imaging 10. 3 (1991):426-436 (PDF)
Miller, M.I., and B. Roysam. "Bayesian Image Reconstruction for Emission Tomography Incorporating Good's Roughness Prior on Massively Parallel Processors". Proceedings of the National Academy of Sciences 88. 8 (1991):3223-3227 (PDF)
Miller, M.I., and D.R. Fuhrmann. "Maximum-likelihood Narrow-band Direction Finding and the EM Algorithm". IEEE Transactions on Acoustics, Speech and Signal Processing 38. 9 (1990):1560-1577 (PDF)
Chornoboy, E.S., C.J. Chen, M.I. Miller, T.R. Miller, and D.L. Snyder. "An Evaluation of Maximum Likelihood Reconstruction for SPECT". IEEE Transactions on Medical Imaging 9. 1 (1990):99-110 (PDF)
Snyder, D.L., J.A. O'Sullivan, and M.I. Miller. "The use of Maximum Likelihood Estimation for Forming Images of Diffuse Radar Targets from Delay-Doppler Data". IEEE Transactions on Information Theory 35. 3 (1989):536-548 (PDF)
Miller, M.I., and A.S. Greene. "Maximum-likelihood estimation for nuclear magnetic resonance spectroscopy". Journal of Magnetic Resonance 83. 3 (1989):525-548 (PDF)
Fuhrmann, D.R., and M.I. Miller. "On the Existence of Positive-definite Maximum-likelihood Estimates of Structured Covariance Matrices". IEEE Transactions on Information Theory 34. 4 (1988):722-729 (PDF)
Fuhrmann, D.R., M.A. Brown, M.I. Miller, B. Roysam, J.E. Saffitz, and L.J. Thomas Jr.. "Data acquisition system for maximum-likelihood analysis of electron microscopic autoradiographs". Journal of Electron Microscopy Technique 7. 3 (1987):199-204 (PDF)
Snyder, D.L., M.I. Miller, L.J. Thomas Jr., and D.G. Politte. "Noise and Edge Artifacts in Maximul-Likelihood Reconstructions for Emission Tomography". IEEE Transactions on Medical Imaging MI-6. 3 (1987):220-227
Miller, M.I., B. Roysam, J.E. Saffitz, K.B. Larson, D. Fuhrmann, and L.J. Thomas Jr.. "A New Method for the Analysis of Electron Microscopic Autoradiographs". Biotechniques 5. 4 (1987):322-328 (Abstract)
Miller, M.I., P.E. Barta, and M.B. Sachs. "Strategies for the representation of a tone in background noise in the temporal aspects of the discharge patterns of auditory-nerve fibers". Journal of the Acoustical Society of America 81. 3 (1987):665-679 (PDF)
Miller, M.I., D.L. Snyder, and S.M. Moore. "An Evaluation of the use of Sieves for Producing Estimates of Radioactivity Distributions with the EM algorithm for Positron Emission Tomography". IEEE Transactions on Nuclear Science NS-33 (1986):492-495
Miller, M.I., K.B. Larson, J.E. Saffitz, D.L. Snyder, and L.J. Thomas Jr.. "Maximum-likelihood estimation applied to electron microscopic autoradiography". Journal of Electron Microscopy Technique 2. 6 (1985):611-636 (PDF)
Miller, M.I., D.L. Snyder, and T.R. Miller. "Maximum-Likelihood Reconstruction for Single-Photon Emission Computed-Tomography". IEEE Transactions on Nuclear Science NS-32. 1 (1985):769-778
Snyder, D.L., and M.I. Miller. "The use of Sieves to Stabilize Images Produced with the EM algorithm for Emission Tomography". IEEE Transactions on Nuclear Science NS-32. 5 (1985):3864-3872
Miller, M.I.. "Algorithms for removing recovery-related distortion from auditory-nerve discharge patterns". Journal of the Acoustical Society of America 77. 4 (1985):1452-1464 (PDF+Erratum in 79.2 (1986): 570)
Miller, M.I., and M.B. Sachs. "Representation of voice pitch in discharge patterns of auditory-nerve fibers". Hearing Research 14. 3 (1984):257-279 (PDF)
Miller, M.I., and M.B. Sachs. "Representation of stop consonants in the discharge patterns of auditory-nerve fibers". Journal of the Acoustical Society of America 74. 2 (1983):502-517 (PDF)

Publications: Conference Proceedings

Harms MP, Campanella C, Wang L, Aldridge K, Moffitt AJ, Keulper J, Ratnanather J, Miller MI, Barch DM, Csernansky JG. "Abnormalities of Prefrontal Cortex Neuroanatomy in Siblings at Risk for Schizophrenia". Society for Neuroscience Annual Meeting, Washington DC (2008)
Selemon LD, Ceritoglu C, Wang L, Ratnanather JT, Csernansky JG, Miller MI, Rakic P. "The Pathologic Effects of Prenatal Irradiation on Cortical Area 46 in the Macaque: Morphometric Analysis of MR Images with Cytoarchitectonic Borders Transferred from Matching Histology Sections". Society for Biological Psychiatry, Washington DC (2008)
Qiu, A. and MI Miller. "Cortical Hemisphere Registration via Diffeomorphic Curve Mapping". MICCAI (2007)
Priebe, C., Y. Park, M.I. Miller, K. Botteron, and N. Mohan. "Hippocampus shape-space analysis of clinically depressed, high-risk, and control twin populations". Frontiers in the Convergence of Bioscience and Information Technologies (2007)
Zhang J, Richards LJ, Miller MI, Yarowsky P, van Zijl P. "Characterization of Mouse Brain and Its Development using Diffusion Tensor Imaging and Computational Techniques". 28th Annual Conference of IEEE Engineering in Medicine and Biology Society (2006)
Jovicich, J., M.F. Beg, S. Pieper, C. Priebe, M.I. Miller, R. Buckner, and B. Rosen. "Biomedical Informatics Research Network: Integrating Multi-site Neuroimaging Data Acquisition, Data Sharing and Brain Morphometric Processing". Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems, 2005 (2005):288-293 (PDF)
Cao, Y., M.I. Miller, R.L. Winslow, and L. Younes. "Large Deformation Diffeomorphic Metric Mapping of Fiber Orientations". Tenth IEEE International Conference on Computer Vision, 2005. ICCV 2005. 2 (2005):1379-1386 (PDF)
Qiu, A., B.J. Rosenau, A.S. Greenberg, P. Barta, S. Yantis, and M.I. Miller. "Localizing Retinotopic fMRI Activation in Human Primary Visual Cortex via Dynamic Programming". Proceedings of the 27nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Shanghai (2005)
Wang, L., J.C. Trein, M. Gado, M. Hosakere, M.I. Miller, and J.G. Csernansky. "Volume, Area and Thickness Abnormalities of the Anterior Cingulate in Schizophrenia Subjects". Annual Meeting of the Society for Neuroscience (2004) (Abstract)
Csernansky, J.G., L. Wang, P. Miller, M.H. Gado, D. McKeel, M.I. Miller and J.C. Morris. "P2-166 Hippocampal shape and volume predicts the onset of dementia in the elderly". International Conference on Alzheimer's Disease and Related Disorders, 2004 Jul. Neurobiology of Aging 25. Suppl 2 (2004):S273 (Abstract)
Csernansky, J.G., L. Wang, C. Ngo, M.I. Miller, and J.C. Morris. "P3-064 Hippocampal shape predicts response to donepezil". International Conference on Alzheimer's Disease and Related Disorders, 2004 Jul. Neurobiology of Aging 25. Suppl 2 (2004):S370 (Abstract)
Barker, A.R., C.E. Priebe, M.I. Miller, M. Hosakare, J.T. Ratnanather, L. Wang, M. Gado, J.C. Morris, and J.G. Csernansky. "Statistical Testing on Labelled Cortical Depth Maps to Identify Dementia Progression". Proceedings of Joint Statistical Meetings (2003)
Ceritoglu, C., D. Bitouk, M.I. Miller, and H.A. Schmitt. "Asymptotic performance of ATR in infrared images". Proceedings of the SPIE International Society of Optical Engineering 5094 (2003):109-118 (PDF)
Miller, M.I., A. Trouve, and L. Younes. "The Metric Spaces, Euler Equations, and Normal Geodesic Image Motions of Computational Anatomy". Proceedings of the 2003 International Conference on Image Processing, 2003. ICIP 2003. 2 (2003):635-638 (PDF)
Vaillant, M., M.I. Miller, L. Younes, and C. Ceritoglu. "Initial Value Diffeomorphic Landmark Matching and its Application Shape Statistics". IEEE Workshop on Statistical Signal Processing, 2003 Sep (2003):306 (Abstract)
Hosakere, M., J.T. Ratnanather, M.I. Miller, L. Wang and J.G. Csernansky. "Cortical metrics of the cingulate gyrus: Gray matter volume, area, and thickness derived from co-occurrence analysis". International Congress on Schizophrenia Research, 2003 Apr. Schizophrenia Research 60. 1 Suppl 1 (2003):197-198 (Abstract)
Splinter, N.R., L. Wang, M.S. Schindler, L.D. Selemon, M.I. Miller, and J.G. Csernansky. "Volume and shape abnormalities of the thalamus in schizophrenia subjects". International Congress on Schizophrenia Research, 2003 Apr. Schizophrenia Research 60. 1 Suppl 1 (2003):207 (Abstract)
Bitouk, D., M.I. Miller, and L. Younes. "Asymptotic performance analysis for object recognition in clutter". Proceedings of the SPIE International Society of Optical Engineering 5094 (2003):101-108 (PDF)
Ratnanather, J.T., C.E. Priebe, and M.I. Miller. "Semi-automated segmentation of cortical subvolumes via hierarchical mixture modeling". Proceedings of the SPIE International Society of Optical Engineering 5032 (2003):1602-1612 (PDF)
Csernansky, J.G., L. Wang, J. Swank, C.C. Ting, J.P. Miller, M.I. Miller, and J.C. Morris. "Hippocampal Volume and Shape Variation Predicts Cognitive Decline in Nondemented Elder Subjects". World Alzheimer Congress, 2002 Jul; Stockholm, Sweden (2002)
Bitouk, D., M.I. Miller, and L. Younes. "Empirically Generated Metric Spaces for ATR in Clutter". 36th Asilomar Conference on Signals, Systems and Computers, 2002 Oct 2 (2002):1407-1410 (PDF)
Beg, M.F., M.I. Miller, A. Trouve, and L. Younes. "Computing Metrics on Anatomical Shapes in Computational Anatomy". Proceedings of the Second Joint EMBS/BMES Conference, 2002 Oct 2 (2002):989-990 (PDF)
Beg, M.F., M.I. Miller, A. Trouve, and L. Younes. "Computational Anatomy: Computing Metrics on Anatomical Shapes". Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002 (2002):341-344 (PDF)
Wang, L., J.S. Swank, M.I. Miller, J.C. Morris, and J.G. Csernansky. "Progressive Hippocampal Atrophy Distinguishes DAT and Healthy Aging". Annual Meeting of the Society for Neuroscience (2002) (Abstract)
Csernansky, J.G., L. Wang, J. Swank, C.C. Ting, J.P. Miller, M. Gado, D. McKeel, M.I. Miller, and J.C. Morris. "Hippocampal Volume and Shape Predicts Cognitive Decline in the Elderly". World Alzheimer Congress, 2002 Jul; Stockholm, Sweden (2002)
Winslow, R.L., P. Helm, W. Baumgartner Jr., J.T. Ratnanather, S. Peddi, E. McVeigh and M.I. Miller. "Imaging-based Integrative Models of the Heart: Closing the Loop between Experiment and Simulation". The Novartis Foundation Symposium on In Silico Simulation of Biological Processes, 2001; University College London, Edited by G. Bock, and J.A. Goode. "In Silico" Simulation of Biological Processes (2001)
Wang, L., S.C. Joshi, M.I. Miller, and J.G. Csernansky. "Quantifying Hippocampal Assymetry in Schizophrenia". International Congress on Schizophrenia Research, 2001 Apr; Whistler, British Columbia, Canada. Schizophrenia Research (2001):170 (Abstract)
Bitouk, D., U. Grenander, M.I. Miller, and P. Tyagi. "Fisher information in transported generator clutter models". Proceedings of the SPIE International Society of Optical Engineering 4379 (2001):560-573 (PDF)
Jain, A., P. Moulin, M.I. Miller, and K. Ramchandran. "Information-theoretic bounds on target recognition performance". Proceedings of the SPIE International Society of Optical Engineering 4050 (2000):347-358 (PDF)
Wang, L., S.C. Joshi, M.I. Miller, U. Grenander, and J.G. Csernansky. "Statistical Analysis of Hippocampal Assymetry in Schizophrenia". Annual Meeting of the Society for Neuroscience, 2000 Nov; New Orleans, LA (2000) (Abstract)
Csernansky, J.G., L. Wang, S. Joshi, J.P. Miller, M.H. Gado, D. Kido, D. McKeel, J. Morris, and M.I. Miller. "Early DAT is Distinguished from Aging by High Dimensional Mapping of the Hippocampus". First International Meeting of Alzheimer's Imaging Consortium, 2000 Jul; Washington, DC (2000)
Srivastava, A., M.I. Miller, and U. Grenander. "Jump-diffusion Processes on Matrix Lie Groups for Bayesian Inference". Proceedings of the IEEE Signal Processing Workshop on Higher-Order Statistics, 1999 Jun; Caesares, Israel (1999):126-129 (PDF)
Koksal, A.E., J.H. Shapiro, and M.I. Miller. "Performance Analysis for Ground-based Target Orientation Estimation: FLIR/LADAR Sensor Fusion". 33rd Asilomar Conference on Signals, Systems, and Computers, 1999. 2 (1999):1240-1244 (PDF)
Lanterman, A.D., M.L. Cooper, and M.I. Miller. "Efficient estimation of thermodynamic state incorporating Bayesian model order selection". Proceedings of the SPIE International Society of Optical Engineering 3718 (1999):2-13 (PDF)
Kostakis, J., M.L. Cooper, T.J. Green Jr., M.I. Miller, J.A. O'Sullivan, J.H. Shapiro, and D.L. Snyder. "Multispectral sensor fusion for ground-based target orientation estimation: FLIR, ladar, HRR". Proceedings of the SPIE International Society of Optical Engineering 3718 (1999):14-24 (PDF)
Loizeaux, M., A. Srivastava, and M.I. Miller. "Estimation of pose and location of ground targets for ATR". Proceedings of the SPIE International Society of Optical Engineering 3720 (1999):140-151 (PDF)
Bakircioglu, M.M., S.C. Joshi, and M.I. Miller. "Landmark matching on brain surfaces via large deformation diffeomorphisms on the sphere". Proceedings of the SPIE International Society of Optical Engineering 3661 (1999):710-715 (PDF)
Cooper, M.L., A. Srivastava, and M.I. Miller. "Quadratic analysis of information measures for object recognition". Proceedings of the SPIE International Society of Optical Engineering 3721 (1999):819-827 (PDF)
Miller, M.I., M. Cooper, and J. Kostakis,. "The Information Theory of Sensor Fusion". Second ONR/GTRI Workshop on Target Tracking and Sensor Fusion, 1999 Jun; Atlanta, GA (1999)
Cooper, M., A. Srivastava, and M.I. Miller. "Information Measures for Object Recognition". Proceedings of the Thirty-third Annual Conference on Information Sciences and Systems, 1999 Mar; Johns Hopkins University, Baltimore, MD, Edited by J.L. Prince, and T.D. Tran (1999):179-183
Moulin, P., and M.I. Miller. "Detection Bounds for Automatic Target Recognition in Compressed Domain". IEEE International Symposium on Information Theory, 1998 Aug; Cambridge, MA (1998):143 (PDF)
Wang, L., and M.I. Miller. "Large deformation image matching via volume imagery". Vision Geometry VII, 1998 Jul; San Diego, CA. Proceedings of the SPIE International Society of Optical Eng., Edited by R.A. Melter, A.Y. Wu, and L.J. Latecki 3454 (1998):317-323 (PDF)
Kostakis, J., M.L. Cooper, T.J. Green Jr., M.I. Miller, J.A. O'Sullivan, J.H. Shapiro, and D.L. Snyder. "Multispectral active-passive sensor fusion for ground-based target orientation estimation". Automatic Object Recognition VIII, 1998 Apr; Orlando, FL. Proceedings of the SPIE International Society of Optical Eng., Edited by F.A. Sadjadi 3371 (1998):500-507 (PDF)
Cooper, M.L., and M.I. Miller. "Information Measures for Object Recogntion". Algorithms for Synthetic Aperture Radar Imagery V, 1998 Apr; Orlando, FL. Proceedings of the SPIE International Society of Optical Eng., Edited by E.G. Zelnio 3370 (1998):637-645 (PDF)
Jain, A., P. Moulin, M.I. Miller, and K. Ramchandran. "Performance Bounds for ATR based on Compressed Data". Ninth Army Compression Workshop, 1998 Dec; Huntsville, AL (1998)
Wang, L., J. Cui, and M.I. Miller. "Validating High-Dimensional Transformations of the Hippocampus". Fourth International Conference on Functional Mapping of the Human Brain, 1998 Jun; Montreal, Canada (1998)
Zhu, S.C., A. Lanterman, and M.I. Miller. "Clutter Modelling and Performance Analysis in Automatic Target Recognition". Workshop on Detection and Classification of Difficult Targets, 1998 Jun; Redstone Arsenal, AL (1998)
Srivastava, A., M. Cooper, M.I. Miller, and U. Grenander. "Multi-Sensor Fusion and Performance Analysis of ATR". First International Conference on Multisource-Multisensor Information Fusion, 1998 Jul; Las Vegas, NV, Edited by H.R. Arabnie, and D. Zhu (1998)
Cooper, M., and M.I. Miller. "Information Gain in Object Recognition via Sensor Fusion". First International Conference on Multisource-Multisensor Information Fusion, 1998 Jul; Las Vegas, NV, Edited by H.R. Arabnie, and D. Zhu (1998)
Zhu, S.C., and M.I. Miller. "Clutter, Occlusion and Performance Analysis in Target Detection". Workshop on target Detection in Heavy Clutter (1998)
Christensen, G.E., J.F. Williamson, K.S.C. Chao, M.I. Miller, F.B. So, and M.W. Vannier. "Deformable anatomical templates for brachytherapy treatment planning in radiotherapy of cervical cancer". Vision Geometry VI, 1997 Jul; San Diego, CA. Proceedings of the SPIE International Society of Optical Eng., Edited by R.A. Melter, A.Y. Wu, and L.J. Latecki 3168 (1997):147-154 (PDF)
Cooper, M.L., U. Grenander, M.I. Miller, and A. Srivastava. "Accommodating geometric and thermodynamic variability for forward-looking infrared sensors". Algorithms for Synthetic Aperture Radar Imagery IV, 1997 Apr; Orlando, FL. Proceedings of the SPIE International Society of Optical Eng., Edited by E.G. Zelnio 3070 (1997):162-172 (PDF)
Lanterman, A.D., M.I. Miller, and D.L. Snyder. "Representations of shape for structural inference in infrared scenes". Automatic Object Recognition VII, 1997 Apr; Orlando, FL. Proceedings of the SPIE International Society of Optical Eng., Edited by F.A. Sadjadi 3069 (1997):257-268 (PDF)
Wang, L., and M.I. Miller. "Construction of Statistical Templates for Cross-Modality Mapping". First Aachen Conference on Neuropsychology in Neurosurgery, Psychiatry and Neurology, 1997 Dec; Aachen, Germany (1997)
Bucholz, Levy, Marzouk, T.J. Schaewe, M.I. Miller, K.R. Smith, Henderson, and Abed. "The Determination of an Ideal Pallidotomy Target by the Incorporation of Intraoperative Physiological recordings Deformed into a Patient Specific Brain Atlas". AANS Annual Meeting, 1997 Aug (1997)
Bucholz, Levy, Marzouk, Abed, M.I. Miller, and Henderson. "A Patient Specific Deformable Brain Atlas Accounting for Structural Variability Between Individual Patients". AANS Annual Meeting, 1997 Aug (1997)
Schmich, R.M., and M.I. Miller. "Stochastic Models of the Fast and Slow Components of Synaptic Recovery and Post-Synaptic Action Potential Generation". 20th Annual Midwinter Research Meeting of the Association for Research in Otolaryngology, 1997 Feb; St. Petersburg Beach, FL, Edited by G.F. Popelka (1997):153
Yang, F., M.I. Miller, R.D. Boyle, M. Highstein, R.D. Rabbitt, and R.M. Schmich. "Stochastic Representation of Action Potential Generation of Avian and Toad Fish Vestibular Semicircular Neurons". 20th Annual Midwinter Research Meeting of the Association for Research in Otolaryngology, 1997 Feb; St. Petersburg Beach, FL, Edited by G.F. Popelka (1997):35
Lanterman, A.D., M.I. Miller, and D.L. Snyder. "Representations of thermodynamic variability in the automated understanding of FLIR scenes". Automatic Object Recognition VI, 1996 Apr; Orlando, FL. Proceedings of the SPIE International Society of Optical Eng., Edited by F.A. Sadjadi 2756 (1996):26-37 (PDF)
Haller, J.W., A. Banerjee, G.E. Christensen, A.Z. Snyder, M.I. Miller, and M.E. Raichle. "High Dimensional Transformation of PET and MRI to Atlas Space". 2nd International Conference on Functional Mapping of the Human Brain, 1996 Jun 21; Boston, MA (1996)
Csernansky, J.G., J.W. Haller, A. Banerjee, L. Wang, S.C. Joshi, G.E. Christensen, M. Gado, M.W. Vannier, and M.I. Miller. "A Comparison of the Hippocampus in Schizophrenia and Control Subjects using Automated Methods for Neuromorphometry". 35th Annual Meeting of the ACNP, 1996 Dec; San Juan, Puerto Rico (1996)
Christensen, G.E., S.C. Joshi, and M.I. Miller. "Individualizing Anatomical Atlases of the Head". 4th International Conference on Visualization in Biomedical Computing, 1996 Sep; Hamburg, Germany, Edited by K.H. Höhne, and R. Kikinis (1996):343-348
Cooper, M., A.D. Lanterman, S.C. Joshi, and M.I. Miller. "Representing the Variation of Thermodynamic State via Principal Components Analysis". 3rd workshop on Conventional Weapon ATR, 1996 Nov; Huntsville, AL (1996):479-490
Banerjee, A., G.E. Christensen, J. Haller, S.C. Joshi, M.I. Miller and M. Raichle. "Accomodationg Anatomical Variability in Functional Imaging via Deformable Templates". 33rd Annual Allerton Conference on Communication, Control and Computing, 1995 Oct; Monticello, IL (1995):212
Mark, K.E., M.I. Miller, and U. Grenander. "Markov Random Field Models for Natural Language". IEEE International Symposium on Information Theory, 1995 Sep; British Columbia, Canada (1995):392 (PDF)
Foltz, M.A., A. Srivastava, M.I. Miller, and U. Grenander. "Detection of multiple airborne targets from multisensor data". Radar/Ladar Processing, 1995 Jul; San Diego, CA. Proceedings of the SPIE International Society of Optical Eng., Edited by W.J. Miceli 2562 (1995):162-171 (PDF)
Lanterman, A.D., M.I. Miller, and D.L. Snyder. "Unification of detection, tracking, and recognition for millimeter wave and infrared sensors". Radar/Ladar Processing, 1995 Jul; San Diego, CA. Proceedings of the SPIE International Society of Optical Eng., Edited by W.J. Miceli 2562 (1995):150-161 (PDF)
Joshi, S.C., J. Wang, M.I. Miller, D.C. Van Essen, and U. Grenander. "Differential geometry of the cortical surface". Vision Geometry IV, 1995 Jul; San Diego, CA. Proceedings of the SPIE International Society of Optical Eng., Edited by R.A. Melter, A.Y. Wu, F.L. Bookstein, and W.D.K. Green 2573 (1995):304-311 (PDF)
Joshi, S.C., M.I. Miller, G.E. Christensen, A. Banerjee, T. Coogan, and U. Grenander. "Hierarchical brain mapping via a generalized Dirichlet solution for mapping brain manifolds". Vision Geometry IV, 1995 Jul; San Diego, CA. Proceedings of the SPIE International Society of Optical Eng., Edited by R.A. Melter, A.Y. Wu, F.L. Bookstein, and W.D.K. Green 2573 (1995):278-289 (PDF)
Rabbitt, R.D., J.A. Weiss, G.E. Christensen, and M.I. Miller. "Mapping of hyperelastic deformable templates using the finite element method". Vision Geometry IV, 1995 Jul; San Diego, CA. Proceedings of the SPIE International Society of Optical Eng., Edited by R.A. Melter, A.Y. Wu, F.L. Bookstein, and W.D.K. Green 2573 (1995):252-265 (PDF)
Lanterman, A.D., M.I. Miller, and D.L. Snyder. "Implementation of jump-diffusion algorithms for understanding FLIR scenes". Automatic Object Recognition V, 1995 Apr; Orlando, FL. Proceedings of the SPIE International Society of Optical Eng., Edited by F.A. Sadjadi 2485 (1995):309-320 (PDF)
Haller, J.W., G.E. Christensen, M.I. Miller, S.C. Joshi, M. Gado, J.G. Csernansky, and M.W. Vannier. "Comparison of automated and manual segmentation of hippocampus MR images". Medical Imaging 1995: Image Processing, 1995 Feb; San Diego, CA. Proceedings of the SPIE International Society of Optical Eng., Edited by M.H. Loew 2434 (1995):206-215 (PDF)
Haller, J.W., G.E. Christensen, S.C. Joshi, M. Gado, M.I. Miller, and M.W. Vannier. "Precision and Accuracy of a High Dimensional Transformation and Segmentation of MR Images of the Hippocampus". Information Processing in Medical Imaging: 14th International Conference, 1995 Jun; Brest, France, Edited by Y. Bizais, C. Barillot, and R. Di Paola (1995):401-402
Christensen, G.E., R.D. Rabbitt, M.I. Miller, S.C. Joshi, U. Grenander, T. Coogan, and D. Van Essen. "Topological Properties of Smooth Anatomic Maps". Information Processing in Medical Imaging: 14th International Conference, 1995 Jun; Brest, France, Edited by Y. Bizais, C. Barillot, and R. Di Paola (1995):101-112
Schmich, R.M., and M.I. Miller. "Stochastic Intensity of Hodgkin-Huxley-Based Spike generation Models". 18th Annual Midwinter Research Meeting of the Association for Research in Otolaryngology, 1995 Feb. (1995)
Christensen, G.E., M.I. Miller, J.L. Marsh, and M.W. Vannier. "Automatic Analysis of Medical Images Using a Deformable Textbook". International Symposium on Computer Communication Systems for Image Guided Diagnosis and Therapy, 1995 Jun, Edited by H.U. Lemke, K. Inamura, D. Jaffe, and M.W. Vannier (1995):146-151
Lanterman, A.D., M.I. Miller, and D.L. Snyder. "Automatic Target Recognition via the Simulation of Infrared Scenes". 6th Annual Ground Target Modeling and Validation Conference, 1995 Aug; Houghton, MI (1995):195-204
Christensen, G.E., M.I. Miller, and M.W. Vannier. "A 3-D Deformable Magnetic Resonance Textbook Based on Elasticity". 1994 AAAI Spring Symposium: Applications of Computer Vision in Medical Imaging, 1994 Mar; Palo Alto, CA (1994)
Srivastava, A., M.I. Miller, and U. Grenander. "Lie Group Parametrization for Dynamics based prior in ATR". 1994 Sixth IEEE Digital Signal Processing Workshop, 1994 Oct; Yosemite National Park, CA (1994):97-100 (PDF)
O'Sullivan, J.A., K. Mark, and M.I. Miller. "Markov Random Fields on Graphs for Natural Languages". 1994 IEEE-IMS Workshop on Information Theory and Statistics, 1994 Oct; Alexandria, VA (1994):47 (PDF)
Lanterman, A.D., M.I. Miller, D.L. Snyder, and W.J. Miceli. "Jump-diffusion processes for the automated understanding of FLIR scenes". Automatic Object Recognition IV, 1994 Apr; Orlando, FL. Proceedings of the SPIE International Society of Optical Eng., Edited by F.A. Sadjadi 2234 (1994):416-427 (PDF)
O'Sullivan, J.A., S.P. Jacobs, M.I. Miller, and D.L. Snyder. "A Likelihood-based Approach to Joint Target Tracking and Identification". 27th Asilomar Conference on Signals, Systems and Computers, 1993 Nov; Pacific Grove, CA 1 (1993):290-294 (PDF)
Srivastava, A., R.S. Teichman, M.I. Miller, D. Snyder, and J.A. O'Sullivan. "Jump-diffusion Based Sampling Algorithm for Target Tracking and Recognition". 27th Asilomar Conference on Signals, Systems and Computers, 1993 Nov; Pacific Grove, CA 2 (1993):1181-1185 (PDF)
Miller, M.I., Y. Amit, and U. Grenander. "Jump-Diffusion Processes for Unknown Model Order Estimation Problems". 1993 IEEE International Symposium on Information Theory, 1993 (1993):185 (PDF)
Schaewe, T.J., and M.I. Miller. "A model-Based Approach to Magnetic Resonance Image Estimation". 1993 IEEE International Symposium on Information Theory, 1993 (1993):134 (PDF)
O'Sullivan, J.A., K.C. Du, R.S. Teichman, M.I. Miller, D.L. Snyder, and V.C. Vannicola. "Reflectivity models for radar target recognition". Proceedings of the SPIE International Society of Optical Engineering 1960 (1993):152-161 (PDF)
Preza, C., M.I. Miller, and J.A. Conchello. "Image reconstruction for 3D light microscopy with a regularized linear method incorporating a smoothness prior". Proceedings of the SPIE International Society of Optical Engineering 1905 (1993):129-149 (PDF)
Christensen, G.E., R.D. Rabbitt, and M.I. Miller. "A Deformable Neuroanatanomy Textbook Based on Viscous Fluid Mechanics". 27th Annual Conference on Information Sciences and System, 1993 Mar; Baltimore, MD, Edited by J. Prince and T. Runolfsson (1993):211-216
Snyder, D.L., A.D. Lanterman, and M.I. Miller. "Regularizing Images in Emission Tomography via an Extension of Good's Roughness Penalty". Conference Record of the 1992 IEEE Nuclear Science Symposium and Medical Imaging Conference, 1992. 2 (1992):1223 (PDF)
Smith, K.R., and M.I. Miller. "Iterative Bayesian method for segmenting images that have undergone a gray-level degradation". Sensor Fusion IV: Control Paradigms and Data Structures, 1991 Nov; Boston, MA. Proceedings of the SPIE International Society of Optical Eng., Edited by P.S. Schenker 1611 (1992):555-563 (PDF)
Christensen, G.E., M.I. Miller, Y. Amit and U. Grenander. "Global Shape Models for Anatomical Structures". 26th Annual Conference on Information Sciences and System, 1992 Mar; Princeton, NJ, Edited by H.V. Poor, and S.C. Schwartz (1992):356
Mark, K., M.I. Miller and U. Grenander. "Parameter Estimation for Constrained Context Free Language Models". 5th DARPA Speech and Annual Language Workshop, 1992 Feb; Harriman, NY (1992):146-149 (PDF)
Grenander, U., M.I. Miller, and G.E. Christensen. "Deformable Anatomical Databases using Global Shape Models: A Position Paper for the 1992 Electronic Imaging of the Human Body Workshop". Cooperative Working Group on Whole Body 3-D Electronic Imaging of the Human Body, 1992 Mar (1992)
Miller, M.I., and J.A. O'Sullivan. "On the Entropy of Random Branching Processes". Proceedings. 1991 IEEE International Symposium on Information Theory, 1991 (1991):20 (PDF)
Butler, C.S., and M.I. Miller. "Maximum A Posteriori Estimation for SPECT using Regularization Techniques on Massively-parallel Computers". Conference Record of the 1991 IEEE Nuclear Science Symposium and Medical Imaging Conference, 1991. 3 (1991):2001-2005 (PDF)
Grenander U., and M.I. Miller. "An Application of the Global Model". Proceedings of the Seventh Workshop on Multidimensional Signal Processing, 1991. (1991):P.5 (PDF)
Miller, M.I., B. Roysam, and K.R. Smith. "Automated Segmentation of Biological Shapes in Electron Microscopic Autoradiography". 25th Annual Conference on Information Sciences and System, 1991 Mar; Baltimore, MD, Edited by F. Davidson and J. Goutsias (1991)
Roysam, B., and M.I. Miller. "Stochastic Representation of Memoryless Boolean Functions: Application to Boundary Estimation at Low Contrast". 1990 International Conference on Acoustics, Speech, and Signal Processing, 1990 Apr; Albuqerque, NM 4 (1990):2333-2336 (PDF)
Smith, K.R., and M.I. Miller. "A Bayesian Approach Incorporating Rissanen Complexity for Learning Markov Random Field Texture Models". 1990 International Conference on Acoustics, Speech, and Signal Processing, 1990. ICASSP-90. 4 (1990):2317-2320 (PDF)
Schaewe, T.J., and M.I. Miller. "Maximum likelihood reconstruction algorithm for magnetic resonance imaging". Medical Imaging IV: Image Formation, 1990 Feb; Newport Beach, CA. Proceedings of the SPIE International Society of Optical Eng., Edited by R.H. Schneider 1231 (1990):188-194 (PDF)
Miller, M.I.. "Stochastic Representations of Formal Languages". The 1989 IEEE/CAM Information Theory Workshop at Cornell, 1989 Jun; Ithaca, NY. (1989):8_4 (PDF)
Roysam, B., and M.I. Miller. "A Unified Approach for Hierarchical Imaging Based on Joint Hypothesis Testing and Parameter Estimation". 1989 International Conference on Acoustics, Speech, and Signal Processing, 1989. ICASSP-89. 3 (1989):1779-1782 (PDF)
Smith, K.R., and M.I. Miller. "Learning regular grammars on connection architectures". 1989 International Conference on Acoustics, Speech, and Signal Processing, 1989. ICASSP-89. 4 (1989):2501-2504 (PDF)
Fuhrmann, D.R., and M.I. Miller. "Maximum-likelihood Wideband Direction-of-arrival Estimation". Sixth Multidimensional Signal Processing Workshop, 1989. (1989):133-134 (PDF)
Roysam, B., J.A. Shrauner, and M.I. Miller. "Bayesian Imaging using Good's Roughness Measure-Implementation on a Massively Parallel Processor". 1988 International Conference on Acoustics, Speech, and Signal Processing, 1988. ICASSP-88. 2 (1988):932-935 (PDF)
Miller, M.I., M.J. Turmon, J.A. O'Sullivan, and D.L. Snyder. "Spectrum Estimation via Maximum Likelihood Estimation of Toeplitz Constrained Covariances". Fourth Annual ASSP Workshop on Spectrum Estimation and Modeling, 1988. (1988):182-185 (PDF)
Roysam, B., and M.I. Miller. "Grammars and Bayes Priors for Hierarchical Image Processing on Massively Parallel Processors". 26th Annual Allerton Conference on Communication, Control and Computing, 1988 Oct; Monticello, IL (1988)
Snyder, D.L., M.I. Miller, and T.J. Schultz. "Constrained Probability-Density Estimation from Noisy Data". 22nd Annual Conference on Information Sciences and System, 1988 Mar; Princeton, NJ (1988):170-172
Miller, M.I., B. Roysam, and K.R. Smith. "Mapping Rule-based and Stochastic Constraints to Connection Architectures: Implications for Hierarchical Image Processing". Visual Communications and Image Processing, 1988 Nov. Proceedings of the SPIE International Society of Optical Eng., Edited by T.R. Hsing 1001 (1988):1078-1085
Miller, M.I., and D.L. Snyder. "The Role of Likelihood and Entropy in Incomplete-Data Problems: Applications to Estimating Point-Process Intensities and Toeplitz Constrained Covariances". Proceedings of the IEEE 75. 7 (1987):892-907 (PDF)
Miller, M.I., and D.R. Fuhrmann. "An EM Algorithm for Direction-of-Arrival Estimation for Narrowband Signals in Noise". Advanced Algorithms and Architectures for Singal Processing II, 1987 Aug; San Diego, CA. Proceedings of the SPIE International Society of Optical Eng., Edited by F.T. Luk 826 (1987):101-103
Snyder, D.L., J.A. O'Sullivan, and M.I. Miller. "An Estimation Theoretic Approach for Imaginary Diffuse Radar-Targets". Advanced Algorithms and Architectures for Singal Processing II, 1987 Aug; San Diego, CA. Proceedings of the SPIE International Society of Optical Eng., Edited by F.T. Luk 826 (1987):141-142
Barrett, R.C., A.W. McCarthy, M.I. Miller and R.E. Morley. "Gaussian Convolutions on a Massively Parallel Processor". 21st Annual Conference on Information Sciences and System, 1987 Mar; Baltimore, MD, Edited by W.J. Rugh, and B.L. Hughes (1987):373-374
Miller, M.I., and D.R. Fuhrmann. "Maximum-Likelihood Direction of Arrival Estimations for Multiple Narrowband Signals in Noise". 21st Annual Conference on Information Sciences and System, 1987 Mar; Baltimore, MD, Edited by W.J. Rugh, and B.L. Hughes (1987):710-712
Turmon, M.J., and M.I. Miller. "Performance Evaluation of Maximum-Likelihood Estimation of Toeplitz Covariances Generated with the Expectation Maximization Algorithm". 21st Annual Conference on Information Sciences and System, 1987 Mar; Baltimore, MD, Edited by W.J. Rugh, and B.L. Hughes (1987):548
Fuhrmann, D.R., and M.I. Miller. "On the Existence of Positive Definite Maximum-Likelihood Estimates of Structured Covariance Matrices". 21st Annual Conference on Information Sciences and System, 1987 Mar; Baltimore, MD, Edited by W.J. Rugh, and B.L. Hughes (1987):549-552
Snyder, D.L., and M.I. Miller. "The use of Grenander's Sieves in Quantum-Limited Imaging". 24th Annual Allerton Conference on Communication, Control and Computing, 1986 Oct; Monticello, IL (1986):213
Miller, M.I., and D.L. Snyder. "The Application of Maximum Entropy and Maximum-Likelihood for Spectral Estimation ". Proceedings of the IEEE International Symposium on Information Theory, 1986 Oct; Ann Arbor, MI (1986):53
Miller, M.I., D.L. Snyder, and M.J. Turmon. "Iterative Maximum-Likelihood estimation of Toeplitz-Constrained Covariances". 24th Annual Allerton Conference on Communication, Control and Computing, 1986 Oct; Monticello, IL (1986):111-112
Miller, M.I., and D.L. Snyder. "An Alternating Maximization of the Entropy/Likelihood Function for Image Reconstruction and Spectrum Estimation". Advanced Algorithms and Architectures for Signal Processing, 1986 Aug; San Diego, CA. Proceedings of the SPIE International Society of Optical Eng., Edited by J.M. Speiser 696 (1986):163-166
Miller, M.I.. "Strategies for the Representation of Broadband Stimuli in the Discharge Patters of Auditory Nerve Fibers". NATO Advanced Research Workshop on Auditory Frequency Selectivity, 1986 Jun. (1986):265-272
Snyder, D.L., and M.I. Miller. "Estimation under Quantum-Limited Conditions". Quantum Limited Imaging and Image Processing Topical Meeting, 1986 Mar; Honolulu, HI (1986):120-123
Bergeron, L.E., A.J. Goldberg, S.Y. Kwon, and M.I. Miller. "A Robust Adaptive Transform Coder for 9.6 Kb/s Speech Transmission". 1980 International Conference on Acoustics, Speech and Signal Processing, 1980 Apr; Denver, CO (1980):344-347

Publications: Patents

Laurent Younes, Michael I. Miller, Anqi Qui. "Renormalization of Longitudinal or Grouped Anatomical Data via Parallel Translation in Shape Manifolds". (2008) (UA Patent, pending)
Susumu Mori, Michael I. Miller, Anqi Qui, Can Ceritoglu, Jiangyan Zhang. "Description of Invention: Advanced Cost Functions for Image Registration for Automated Image Analysis: Multi-Channel, Hypertemplate and Atlases With Built-In Anatomical Variability". (2008) (US patent, pending)
Susumu Mori, Michael I. Miller, Anqi Qui. "Automated Surface-based Anatomical Analysis Based on Atlas-Based Segmentation of Medical Imaging". (2008) (US patent, pending)

Publications: Other

Anqi Qiu, Michael I. Miller. "Computational Functional Anatomy". Asilomar Conference on Signals, Systems, and Computers, Nov 2007, Montery, CA (2007)
Anqi Qiu, Laurent Younes, Lei Wang, J. Tilak Ratnanather, John Csernansky, Michael I. Miller. "Cortical Thinning of Cingulate Gyrus in Schizophrenia". International Congress on Schizophrenia Research, Apr 2007, Colorado Springs. (2007)

Supervised Students

Muge Bakircioglu M.S. Awarded, July 1999 Graduate Thesis Title: "Large Deformation Diffeomorphisms for Mapping Spherical Brain Manifolds"
Ayananshu Banerjee M.S. Awarded, June 1996 Graduate Thesis Title: "High-Dimensional Anatomical Maps and their Applications in Empirical Estimation, Functional Imaging and -> Neuromorphometry"
Faisal Beg Ph.D. Awarded, Summer 2003 Graduate Thesis Title: "Variational and Computational Methods for Flows of Diffeomorphisms in Image Matching and Growth in Computational Anatomy"
Dmitri Bitouk Ph.D. Awarded Summer 2006 Graduate Thesis Title: Head-Pose and Illumination Invariant 3-D Audio-Visual Speech Recognition
Christopher Butler M.S. Awarded, January 1993 Graduate Thesis Title: "3-D Maximum A-Posteriori Estimation on Massively Parallel Computers for Single Photon Emission Tomography with Multigrid Initialization"
Can Ceritoglu 7th year Graduate ECE
Tim S. Chen M.S. Awarded, August 1990 Graduate Thesis Title: "Maximum-Likelihood Methods for 1- and 2-D Nuclear Magnetic Resonance Spectroscopy"
Lishui Cheng 2nd year Graduate Biomedical Engineering
Gary Christensen Ph.D. Awarded, August 1994 Graduate "Deformable Shape Models for Anatomy"
Matthew Cooper Ph.D. Awarded, July 1999 Graduate Thesis Title: "Information Measures for Object Recognition Accommodating Signature Variability"
Cash Costello M.S. Awarded, August 2000 Graduate Thesis Title: "Medical Image Registration using the Hilbert-Schmidt Estimator"
Kegang Hua 2nd year Graduate ECE
Sarang Joshi M.S. Awarded, January 1993; Ph.D. Awarded, August 1997 Graduate M.S. Thesis Title: "MAP Intensity Estimation with Good's Roughness and Global Shape Models for 3-D Optical Sectioning Microscopy" Ph.D. Thesis Title: "Large Deformation Diffeomorphisms and Gaussian Random Fields for the Statistical Characterization of Brain Submanifolds"
Neophytos Karamanos M.S. Awarded, December 1987 Graduate Thesis Title: "A New Method for Analyzing Auditory-Nerve Discharge Patterns"
Navin Khaneja M.S. Awarded, December 1996 Graduate Thesis Title: "Statistics and Geometry of Cortical Features"
Joseph Kostakis M.S. Awarded, July 1999 Graduate Thesis Title: "Multi-Sensor Active-Passive Performance Characterization"
Rakesh Lal M.S. Awarded, July 2001 Graduate Thesis Title: "Tracking in Diffusion Tensor Imaging"
Aaron Lanterman M.S. Awarded, May 1995; Ph.D. Awarded, August 1998 Graduate M.S. Thesis Title: "Jump-Diffusion Algorithms for the Automated Understanding of Forward-Looking Infrared Scenes" Ph.D. Thesis Title: "Minimum Description Length Estimation for ATR"
Nayoung Lee 5th year Graduate Biomedical Engineering
Jun Ma 4th year Graduate Biomedical Engineering
David Maffitt M.S. Awarded, December 1989 Graduate Thesis Title: "Applications of the Maximum-Likelihood Method for Electron-Microscopic Autoradiography with Real Data"
Kevin Mark Ph.D. Awarded, May 1997 Graduate Thesis Title: "Markov Random Field Models for Natural Language"
Anders McCarthy M.S. Awarded, August 1990 Graduate Thesis Title: "Medical Imaging on Mesh-Connected Parallel Computers"
Chrysanthe Preza M.S. Awarded, August 1990 Graduate Thesis Title: "A Regularized Linear Reconstruction Method for Optical-Sectioning Microscopy"
Anqi Qiu Ph.D. Awarded, 2006 Postdoc Thesis Title: Intrinsic and Extrinsic Analysis in Computational Anatomy
Badrinath Roysam Ph.D. Awarded, August 1989 Graduate Thesis Title: "Joint Stochastic and Symbolic Inference: Application to Hierarchical Imaging via Massively Parallel Architectures" Ph.D. Awarded, August 1989
Timothy Schaewe Ph.D. Awarded, September 1991 Graduate Thesis Title: "Maximum Likelihood Estimation for Magnetic Resonance Image Reconstruction"
Robert Schmich M.S. Awarded, May 1996 Graduate Thesis Title: "Stochastic Models of Synaptic Recovery and Post-Synaptic Action Potential Generation via Active Channel Dynamics"
Eli Schusterman Ph. D. Awarded, August 1997 Postdoc Thesis Title: "Information Theory for Coding Image Databases"
Kurt Smith Ph.D. Awarded, December 1990 Graduate Thesis Title: "A Bayesian Approach Incorporating Stochastic Complexity for Learning Regular Grammar Models and Image Models: Application to Segmenting Biomedical Images"
Anuj Srivastava M.S. Awarded, December 1994; Ph.D. Awarded, July 1996 Graduate M.S. Thesis Title: "Automated Target Tracking and Recognition Using Jump-Diffusion Processes" Ph.D. Thesis Title: "Inferences on Transformation Groups Generating Patterns on Rigid Motions"
Robert Teichman M.S. Awarded, December 1994 Graduate Thesis Title: "Automated Target Recognition in a Distributed Computing Environment"
Michael Turmon M.S. Awarded, August 1990 Graduate Thesis Title: "Maximum-Likelihood Estimation of Constrained Means and Toeplitz Covariances with Application to Direction Finding"
Marc Vaillant Ph.D. Awarded, Spring 2007 Graduate Biomedical Engineering. Thesis title: Surface Matching via Currents and Tangent Space Representations for Statistics on Diffeomorphisms
Lei Wang Ph.D. Awarded, July 1998 Postdoc Thesis Title: "Computational Anatomy for Representing the Hippocampus in Schizophrenia"
Jing Wang M.S. Awarded, May 1993 Graduate Thesis Title: "A Markov Process Model for Vesicle Release-Recycle and Action Potential Generation"
Hongxuan Zhang 3rd year Graduate Biomedical Engineering