Publications/2014

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2014

  • C. Ye, A. Carass, E. Murano, M. Stone, and J.L. Prince, "A Bayesian Approach to Distinguishing Interdigitated Muscles in the Tongue from Limited Diffusion Weighted Imaging", MICCAI Workshop on Bayesian and Graphical Models for Biomedical Imaging (BAMBI 2014), Boston, MA, September 18, 2014. (doi)
  • J. Woo, F. Xing, J. Lee, M. Stone, and J.L. Prince, "Determining Functional Units of Tongue Motion via Graph-regularized Sparse Non-negative Matrix Factorization", 17th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2014), Boston, MA, September 14-18, 2014. (doi)
  • J.V. Stough, J. Glaister, C. Ye, S.H. Ying, J.L. Prince, and A. Carass, "Automatic method for thalamus parcellation using multi-modal feature classification", 17th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2014), Boston, MA, September 14-18, 2014. (PDF) (doi)
  • Z. Yang, S. Zhong, A. Carass, S. Ying, and J.L. Prince, "Deep Learning for Cerebellar Ataxia Classification and Functional Score Regression", Fifth International Workshop on Machine Learning in Medical Imaging (MLMI 2014), Boston, MA, September 14, 2014. (doi)
  • S. Roy, A. Carass, J.L. Prince, and D.L. Pham, "Subject Specific Sparse Dictionary Learning for Atlas Based Brain MRI Segmentation", Fifth International Workshop on Machine Learning in Medical Imaging (MLMI 2014), Boston, MA, September 14, 2014. (doi)
  • M. Bilgel, A. Carass, S.M. Resnick, D.F. Wong, J.L. Prince, "Deformation Field Correction for Spatial Normalization of PET Images Using a Population-Derived Partial Least Squares Model", Fifth International Workshop on Machine Learning in Medical Imaging (MLMI 2014), Boston, MA, September 14, 2014. (doi) (PubMed)
  • J. Lee, J. Woo, F. Xing, E. Murano, M. Stone, and J.L. Prince, "Semi-automatic segmentation for 3D motion analysis of the tongue with dynamic MRI", Computerized Medical Imaging and Graphics, 38(8):714-724, 2014. (doi)
  • J. Woo, M. Stone, Y. Suo, E.Z. Murano, and J.L. Prince, "Tissue-Point Motion Tracking in the Tongue From Cine MRI and Tagged MRI", Journal of Speech, Language, and Hearing Research, 57(2):S626-S636, 2014. (doi)
  • S. Roy, W.-T. Wang, A. Carass, J.L. Prince, J.A. Butman, and D.L. Pham, "PET Attenuation Correction Using Synthetic CT from Ultrashort Echo-Time MR Imaging", Jrnl. of Nuclear Medicine, 55:1-7, 2014. (doi)
  • M. Bilgel, Y. An, A. Lang, J. Prince, L. Ferrucci, B. Jedynak, and S.M. Resnick, "Trajectories of Alzheimer disease-related cognitive measures in a longitudinal sample", Alzheimer’s & Dementia, 10(6):735–742, 2014. (doi)
  • J. Oh, M. Seigo, S. Saidha, E. Sotirchos, K. Zackowski, M. Chen, J.L. Prince, M. Diener-West, P.A. Calabresi, and D.S. Reich, "Spinal Cord Normalization in Multiple Sclerosis", Journal of NeuroImaging, 24(6):577-584, 2014. (doi)
  • N.Shiee, P.-L. Bazin, J.L. Cuzzocreo, C. Ye, B. Kishore, A. Carass, P.A. Calabresi, D.S. Reich, J.L. Prince, and D.L. Pham, "Robust Reconstruction of the Human Brain Cortex in the Presence of the WM Lesions: Method and Validation", Human Brain Mapping, 35(7):3385-3401, 2014. (doi)
  • M.E. Ranta, M. Chen, D. Crocetti, J.L. Prince, K. Subramaniam, B. Fischl, W.E. Kaufmann, and S.H. Mostofsky, "Automated MRI parcellation of the frontal lobe", Human Brain Mapping, 35(5):2009-2026, 2014. (doi)
  • P.A. Nyquist, M.S. Bilgel, R. Gottesman, L.R. Yanek, T.F. Moy, L.C. Becker, J. Cuzzocreo, J. Prince, D.M. Yousem, D.M. Becker, B.G. Kral, and D. Vaidya, "Extreme Deep White Matter Hyperintensity Volumes Are Associated with African American Race", Cerebrovascular Diseases, 37(4):244-250, 2014. (doi)
  • N. Kuo, E. Dehghan, A. Deguet, E. C. Burdette, G. Fichtinger, J. L. Prince, D. Y. Song, and J. Lee, "An image-guidance system for dynamic dosimetry in prostate brachytherapy using ultrasound and fluoroscopy", Medical Physics, 41(9):091712, 2014. (doi)
  • M.A.L. Bell, N.P. Kuo, D.Y. Song, J. Kang, and E.M. Boctor, "In vivo photoacoustic imaging of prostate brachytherapy seeds", Proceedings of SPIE Medical Imaging (SPIE-MI 2014), San Diego, CA, February 15-20, 2014. (doi)
  • M.A.L. Bell, N. Kuo, D.Y. Song, and E.M. Boctor, "Short-lag spatial coherence beamforming of photoacoustic images for enhanced visualization of prostate brachytherapy seeds", Biomedical Optics Express, 4(10):1964-1977, 2014. (doi)
  • M. Chen, A. Lang, H.S. Ying, P.A. Calabresi, J.L. Prince, and A. Carass, "Analysis of macular OCT images using deformable registration", Biomedical Optics Express, 5(7):2196-2214, 2014. (PDF) (doi)
  • A. Carass, A. Lang, M. Hauser, P.A. Calabresi, H.S. Ying, and J.L. Prince, "Multiple-object geometric deformable model for segmentation of macular OCT", Biomedical Optics Express, 5(4):1062-1074, 2014. (PDF) (doi)
  • A. Jog, A. Carass, D.L. Pham, and J.L. Prince, "Random Forest FLAIR reconstruction from T1, T2, and PD-weighted MRI", 11th IEEE International Symposium on Biomedical Imaging (ISBI 2014), Beijing, China, April 28 - May 2, 2014. (doi)
  • A. Jog, A. Carass, and J.L. Prince, "Improving Magnetic Resonance Resolution with Supervised Learning", 11th IEEE International Symposium on Biomedical Imaging (ISBI 2014), Beijing, China, April 28 - May 2, 2014. (doi)
  • S. Roy, Q. He, A. Jog, A. Carass, J.L. Prince, and D.L. Pham, "Example based lesion segmentation", Proceedings of SPIE Medical Imaging (SPIE-MI 2014), San Diego, CA, February 15-20, 2014. (doi)
  • S. Roy, A. Carass, A. Jog, J.L. Prince, and J. Lee, "MR to CT registration of brains using image synthesis", Proceedings of SPIE Medical Imaging (SPIE-MI 2014), San Diego, CA, February 15-20, 2014. (doi)
  • G.A. Sigurdsson and J.L. Prince, "Smoothing fields of weighted collections with applications to diffusion MRI processing", Proceedings of SPIE Medical Imaging (SPIE-MI 2014), San Diego, CA, February 15-20, 2014. (doi)
  • A. Lang, A. Carass, P.A. Calabresi, H.S. Ying, and J.L. Prince, "An adaptive grid for graph-based segmentation in macular cube OCT", Proceedings of SPIE Medical Imaging (SPIE-MI 2014), San Diego, CA, February 15-20, 2014. (doi)
  • E.K. Swingle, A. Carass, A. Lang, P.A. Calabresi, H.S. Ying, and J.L. Prince, "Microcystic macular edema detection in retina OCT images", Proceedings of SPIE Medical Imaging (SPIE-MI 2014), San Diego, CA, February 15-20, 2014. (doi)