Latest News

5/8/2017: Research Manager @ GE

9/27/2016: US Patent granted

8/16/2016: US Patent granted

7/25/2016: Paper accepted to MICCAI MLMI'16 (Athens, Greece)

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Contact Info

GE Healthcare
3000 N Grandview Blvd
Waukesha, WI 53188
Email: midname.surname[AT]gmail
Profiles: Google Scholar; LinkedIn

Journal Articles

  1. K.H. Maier-Hein, [...], H.E. Cetingul et al., Tractography-based connectomes are dominated by false-positive connections, bioRxiv, 084137.
  2. A. Demir and H.E. Cetingul, Sequential hierarchical agglomerative clustering of white matter fiber pathways, IEEE Trans. on Biomedical Engineering, vol. 62, no. 6, pp. 1478-1489, June 2015. (link)
  3. H.E. Cetingul, M.J. Wright, P.M. Thompson, and R. Vidal, Segmentation of high angular resolution diffusion MRI using sparse Riemanian manifold clustering, IEEE Trans. on Medical Imaging, vol. 33, no. 2, pp. 301-317, February 2014.
  4. X. Lu, P. Speier, M.-P. Jolly, H.E. Cetingul, M. Schmidt, C. Guetter, C. Hayes, A. Littmann, Q. Wang, M. Nadar, F. Sauer, and E. Mueller, Time-resolved 3D-CMR using free-breathing 2D acquisitions, Journal of Cardiovascular Magnetic Resonance, Vol. 16 (Suppl 1), pp. 50, January 2014.
  5. H.E. Cetingul, G. Plank, N. Trayanova, and R. Vidal, Estimation of local orientations in fibrous structures with applications to the Purkinje system, IEEE Trans. on Biomedical Engineering, vol. 58, no. 6, pp. 1762-1772, June 2011.
  6. H.E. Cetingul, E. Erzin, Y. Yemez, and A.M. Tekalp, Multimodal speaker/speech recognition using lip motion, lip texture and audio, Signal Processing, Special Section: Multimodal Human-Computer Interfaces, vol. 86, no 12, pp. 3549-3558, December 2006.
  7. H.E. Cetingul, Y. Yemez, E. Erzin, and A.M. Tekalp, Discriminative analysis of lip motion features for speaker identification and speech-reading, IEEE Trans. on Image Processing, vol. 15, no. 10, pp. 2879-2891, October 2006.

    8. Conference/Workshop Papers

  8. Y. Liu, H.E. Cetingul, B. Odry, and M. Nadar, Learning multi-scale global and cluster-specific classifiers for robust brain extraction in MR data, Machine Learning in Medical Imaging (MLMI'16) Workshop at MICCAI 2016, Athens, Greece, October 2016. (talk)
  9. Y. Jin and H.E. Cetingul, Tractography-embedded white matter stream clustering, IEEE Int. Symposium on Biomedical Imaging (ISBI'15), Brooklyn, NY, USA, April 2015. (poster)
  10. A. Demir, A. Mohamed, and H.E. Cetingul, Online agglomerative hierarchical clustering of neural fiber tracts, Int. Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'13), Osaka, Japan, July 2013. (talk)
  11. E. Schwab, H.E. Cetingul, B. Afsari, M.A. Yassa, and R. Vidal, Rotation invariant features for HARDI, Int. Conference on Information Processing in Medical Imaging (IPMI'13), Asilomar, CA, USA, July 2013. (poster)
  12. F. Pereira, J. Walz, H.E. Cetingul, S. Sudarsky, M. Nadar, and R. Prakash, Creating group-level functionally-defined atlases for diagnostic classification, Int. Workshop on Pattern Recognition in NeuroImaging (PRNI'13), Philadelphia, PA, USA, June 2013. (talk)
  13. H.E. Cetingul, L. Dumont, M. Nadar, P. Thompson, G. Sapiro, and C. Lenglet, Importance sampling spherical harmonics to improve probabilistic tractography, Int. Workshop on Pattern Recognition in NeuroImaging (PRNI'13), Philadelphia, PA, USA, June 2013. (talk)
  14. H.E. Cetingul, L. Dumont, M. Nadar, P. Thompson, G. Sapiro, and C. Lenglet, Simultaneous ODF estimation and robust probabilistic tractography from HARDI, Computational Diffusion MRI (CDMRI'12) Workshop at MICCAI 2012, Nice, France, October 2012. (talk)
  15. H.E. Cetingul, M. Nadar, P. Thompson, G. Sapiro, and C. Lenglet, Simultaneous ODF estimation and tractography in HARDI, Int. Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'12), San Diego, CA, USA, August 2012. (talk)
  16. H.E. Cetingul, B. Afsari, M.J. Wright, P.M. Thompson, and R. Vidal, Group action induced averaging for HARDI processing, IEEE Int. Symposium on Biomedical Imaging (ISBI'12), Barcelona, Spain, May 2012. (talk)
  17. H.E. Cetingul, B. Afsari, and R. Vidal, An algebraic solution to rotation recovery in HARDI from correspondences of orientation distribution functions, IEEE Int. Symposium on Biomedical Imaging (ISBI'12), Barcelona, Spain, May 2012. (poster)
  18. H.E. Cetingul and R. Vidal, Sparse Riemannian manifold clustering for HARDI segmentation, IEEE Int. Symposium on Biomedical Imaging (ISBI'11), Chicago, IL, USA, April 2011. (talk)
  19. M. Pirtini Cetingul, H.E. Cetingul, and C. Herman, Analysis of transient thermal Images to distinguish melanoma from dysplastic nevi, SPIE Medical Imaging, Lake Buena Vista, FL, USA, February 2011. (poster)
  20. H.E. Cetingul, M.A. Gulsun, and H. Tek, A unified minimal path tracking and topology characterization approach for vascular analysis, Int. Workshop on Medical Imaging and Augmented Reality (MIAR'10) at MICCAI 2010, Beijing, China, September 2010. (talk)
  21. H.E. Cetingul, G. Plank, N. Trayanova, and R. Vidal, Stochastic tractography in 3-D images via nonlinear filtering and spherical clustering, Probabilistic Models for Medical Image Analysis (PMMIA'09) Workshop at MICCAI 2009, London, UK, September 2009. (talk)
  22. H.E. Cetingul, R. Vidal, G. Plank, and N. Trayanova, Estimation of multimodal orientation distribution functions from cardiac MRI for tracking Purkinje fibers through branchings, IEEE Int. Symposium on Biomedical Imaging (ISBI'09), Boston, MA, USA, June 2009. (talk)
  23. H.E. Cetingul and R. Vidal, Intrinsic mean shift for clustering on Stiefel and Grassmann manifolds, IEEE Conference on Computer Vision and Pattern Recognition (CVPR'09), Miami, FL, USA, June 2009. (poster)
  24. H.E. Cetingul, R. Vidal, G. Plank, and N. Trayanova, Nonlinear filtering for extracting orientation and tracing tubular structures in 2-D medical images, IEEE Int. Symposium on Biomedical Imaging (ISBI'08), Paris, France, May 2008. (talk)
  25. H.E. Cetingul, R.A. Chaudhry, and R. Vidal, A system theoretic approach to synthesis and classification of lip articulation, Int. Workshop on Dynamical Vision (WDV'07) at ICCV'07, Rio de Janeiro, Brazil, October 2007. (talk)
  26. H.E. Cetingul, E. Erzin, Y. Yemez, and A.M. Tekalp, Use of lip information for robust speaker identification and speech recognition, Biennial on DSP for In-Vehicle and Mobile Systems, Sesimbra, Portugal, September 2005. (talk)
  27. H.E. Cetingul, Y. Yemez, E. Erzin, and A.M. Tekalp, Comparative lip-motion analysis for speaker identification, IEEE Signal Processing and Communications Applications Conference (SIU'05), Kayseri, Turkey, May 2005. (talk)
  28. H.E. Cetingul, Y. Yemez, E. Erzin, and A.M. Tekalp, Robust lip-motion features for speaker identification, IEEE Int. Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Philadelphia, PA, USA, March 2005. (poster)
  29. H.E. Cetingul, Y. Yemez, E. Erzin, and A.M. Tekalp, Discriminative lip-motion features for biometric speaker identification, IEEE Int. Conference on Image Processing (ICIP'04), Singapore, October 2004. (poster)
  30. H.E. Cetingul, E. Erzin, Y. Yemez, and A.M. Tekalp, On optimal selection of lip-motion features for speaker identification, IEEE Int. Workshop on Multimedia Signal Processing (MMSP'04), Siena, Italy, September 2004. (talk)
  31. H.E. Cetingul, Y. Yemez, E. Erzin, and A.M. Tekalp, The use of lip-motion features in biometric speaker identification, IEEE Signal Processing and Communications Applications Conference (SIU'04), Kusadasi, Turkey, April 2004. (talk)

    32. Conference Abstracts

  32. Y. Liu, B. Odry, H.E. Cetingul, and M. Nadar, A generic supervised learning framework for fast brain extraction, The International Society for Magnetic Resonance in Medicine (ISMRM) Annual Meeting, Singapore, May 2016. (e-poster)
  33. E. Schwab, H.E. Cetingul, R. Vidal, and M. Nadar, Using a hyperspherical harmonic basis for sparse multi-voxel modeling of diffusion MRI, The International Society for Magnetic Resonance in Medicine (ISMRM) Annual Meeting, Singapore, May 2016. (e-poster)
  34. Y. Jin and H.E. Cetingul, Automated tractography-generated white matter fiber labeling, Organization for Human Brain Mapping (OHBM) Annual Meeting, Honolulu, HI, USA, June 2015. (poster)
  35. S. Chen, H.E. Cetingul, X. Hu, and M.S. Nadar, Resting state network detection with searchlight on functional MRI, The International Society for Magnetic Resonance in Medicine (ISMRM) Annual Meeting, Toronto, Canada, June 2015. (poster)
  36. F. Pereira, H.E. Cetingul, D. Little, and B. Odry, Imaging-based classifier as synthetic biomarker for TBI patients, IEEE EMBS BRAIN Grand Challenges Conference, Washington, DC, USA, November 2014. (poster)
  37. X. Lu, P. Speier, H.E. Cetingul, M.-P. Jolly, M. Schmidt, F. Sauer, and E. Mueller, Edge-preserving smoothing for robust volume assembly from real-time free-breathing cardiac 2D acquisitions, The International Society for Magnetic Resonance in Medicine (ISMRM) Workshop on Motion Correction in MRI, Tromso, Norway, July 2014. (poster)
  38. H.E. Cetingul, and M.S. Nadar, Towards super-resolved DTI biomarkers using a disjoint shape-orientation analysis of tensors, Organization for Human Brain Mapping (OHBM) Annual Meeting, Hamburg, Germany, June 2014. (poster)
  39. H.E. Cetingul, P. Speier, M. Schmidt, Q. Wang, and M.S. Nadar, Compressed sensing reconstructed radial bSSFP with asymmetric views for free-breathing cardiac cine MRI, The International Society for Magnetic Resonance in Medicine (ISMRM) Annual Meeting, Milan, Italy, May 2014. (poster)
  40. X. Lu, P. Speier, H.E. Cetingul, M.-P. Jolly, M. Schmidt, M.S. Nadar, F. Sauer, and E. Mueller, Reconstructing 3D dynamics based on complementary 2D acquisitions: a preliminary case study on speech imaging, The International Society for Magnetic Resonance in Medicine (ISMRM) Annual Meeting, Milan, Italy, May 2014. (poster)
  41. Q. Wang, M. Zenge, H.E. Cetingul, E. Mueller, and M.S. Nadar, Novel sampling strategies for sparse MR image reconstruction, The International Society for Magnetic Resonance in Medicine (ISMRM) Annual Meeting, Milan, Italy, May 2014. (poster)
  42. X. Lu, P. Speier, M.-P. Jolly, H.E. Cetingul, M. Schmidt, C. Guetter, C. Hayes, A. Littmann, Q. Wang, M. Nadar, F. Sauer, and E. Mueller, Time-resolved 3D-CMR using free-breathing 2D acquisitions, Society for Cardiovascular Magnetic Resonance (SCMR) Scientific Sessions, New Orleans, LA, USA, January 2014. (poster)
  43. H.E. Cetingul, L. Dumont, A. Demir, and C. Lenglet, Importance sampling on orientation distribution functions for filtered probabilistic tractography, Organization for Human Brain Mapping (OHBM) Annual Meeting, Seattle, WA, USA, June 2013. (poster)
  44. F. Pereira, H.E. Cetingul, S.M. Stark, C.E. Stark, M.A. Yassa, and M. Nadar, Age classification using structural and functional connectivity, Organization for Human Brain Mapping (OHBM) Annual Meeting, Seattle, WA, USA, June 2013. (poster)
  45. A. Demir and H.E. Cetingul, Online hierarchical clustering of white matter fiber pathways, Organization for Human Brain Mapping (OHBM) Annual Meeting, Seattle, WA, USA, June 2013. (poster)

    46. Dissertation and Thesis

  46. H.E. Cetingul, Processing and segmentation of high angular resolution diffusion images descried by orientation distribution functions, Ph.D. Dissertation, Biomedical Engineering, Johns Hopkins University, September 2011.
  47. H.E. Cetingul, Discrimination analysis of lip motion features for multimodal speaker identification and speech-reading, M.S. Thesis, Electrical and Computer Engineering, Koc University, July 2005.

    48. Book Chapters

  48. H.E. Cetingul, E. Erzin, Y. Yemez, and A.M. Tekalp, Multimodal speaker identification using discriminative lip motion features, In A.Liew, S.Wang (Eds.), Visual Speech Recognition: Lip Segmentation and Mapping, pp. 463-494, IGI Global, 2009.