Publications/2015

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2015

  • B. Ibragimov, J.L. Prince, E.Z. Murano, J. Woo, M. Stone, B. Likar, F. Pernuš, and T. Vrtovec, "Segmentation of tongue muscles from super-resolution magnetic resonance images", Medical Image Analysis, 20(1):198-207, 2015. (doi)
  • J. Woo, J. Lee, E.Z. Murano, F. Xing, M. Al-Talib, M. Stone, and J.L. Prince, "A high-resolution atlas and statistical model of the vocal tract from structural MRI", Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 3(1):1-14, 2015. (doi)
  • M. Bilgel, A. Carass, S.M. Resnick, D.F. Wong, and J.L. Prince, "Deformation field correction for spatial normalization of PET images", NeuroImage, 119:152-163, 2015. (doi)
  • S. Roy, Q. He, E. Sweeney, A. Carass, D.S. Reich, J.L. Prince, and D.L. Pham, "Subject Specific Sparse Dictionary Learning for Atlas Based Brain MRI Segmentation", IEEE Journal of Biomedical and Health Informatics, 19(5):1598-1609, 2015. (doi)
  • C. Ye, Z. Yang, S.H. Ying, and J.L. Prince, "Segmentation of the Cerebellar Peduncles Using a Random Forest Classifier and a Multi-object Geometric Deformable Model: Application to Spinocerebellar Ataxia Type 6", Neuroinformatics, 13(3):367-381, 2015. (doi)
  • J. Oh, E.S. Sotirchos, S. Saidha, A. Whetstone, M. Chen, S.D. Newsome, K. Zackowski, L.J. Balcer, E. Frohman, J.L. Prince, M. Diener-West, D.S. Reich, and P.A. Calabresi, "Relationships between quantitative spinal cord MRI and retinal layers in multiple sclerosis", Neurology, 84(7): 720-728, 2015. (doi)
  • S. Roy, A. Carass, J.L. Prince, and D.L. Pham, "Longitudinal Patch-Based Segmentation of Multiple Sclerosis White Matter Lesions", Sixth International Workshop on Machine Learning in Medical Imaging (MLMI 2015), Munich, Germany, October 5, 2015. (doi) (PubMed)
  • M. Bilgel, B. Jedynak, D.F. Wong, S.M. Resnick, and J.L. Prince, "Temporal Trajectory and Progression Score Estimation from Voxelwise Longitudinal Imaging Measures: Application to Amyloid Imaging", 24th Conference on Information Processing in Medical Imaging (IPMI 2015), Isle of Skye, Scotland, June 28 - July 3, 2015. (doi)
  • J. Woo, F. Xing, J. Lee, M. Stone, and J.L. Prince, "Construction of An Unbiased Spatio-Temporal Atlas of the Tongue During Speech", 24th Conference on Information Processing in Medical Imaging (IPMI 2015), Isle of Skye, Scotland, June 28 - July 3, 2015. (doi)
  • A. Jog, A. Carass, D.L. Pham, and J.L. Prince, "Tree-Encoded Conditional Random Fields for Image Synthesis", 24th Conference on Information Processing in Medical Imaging (IPMI 2015), Isle of Skye, Scotland, June 28 - July 3, 2015. (doi)
  • B.M. Jedynak, B. Liu, A. Lang, Y. Gel, and J.L. Prince, "A computational method for computing an Alzheimer's Disease Progression Score; experiments and validation with the ADNI dataset", Neurobiology of Aging, 36(S1):S178-S184, 2015. (doi)
  • J. Woo, M. Stone, and J.L. Prince, "Multimodal Registration via Mutual Information Incorporating Geometric and Spatial Context", IEEE Trans. on Image Processing, 24(2):757-769, 2015. (doi)
  • P. Bhargava, A. Lang, O. Al-Louzi, A. Carass, J.L. Prince, P.A. Calabresi, and S. Saidha, "Applying an open-source segmentation algorithm to different OCT devices in Multiple Sclerosis patients and healthy controls: implications for clinical trials", Multiple Sclerosis International, Article ID 136295, May 2015. (doi)
  • G.A. Sigurdsson, Z. Yang, T.D. Tran, J.L. Prince, "Interpretable exemplar-based shape classification using constrained sparse linear models", Proceedings of SPIE Medical Imaging (SPIE-MI 2015), Orlando, FL, February 21-26, 2015. (doi)
  • F. Xing, C. Ye, J. Woo, M.L. Stone, and J.L. Prince, "Relating speech production to tongue muscle compressions using tagged and high-resolution magnetic resonance imaging", Proceedings of SPIE Medical Imaging (SPIE-MI 2015), Orlando, FL, February 21-26, 2015. (doi)
  • A. Jog, A. Carass, D.L. Pham, and J.L. Prince, "Multi-output decision trees for lesion segmentation in multiple sclerosis", Proceedings of SPIE Medical Imaging (SPIE-MI 2015), Orlando, FL, February 21-26, 2015. (doi)
  • M. Chen, A. Jog, A. Carass, and J.L. Prince, "Using image synthesis for multi-channel registration of different image modalities", Proceedings of SPIE Medical Imaging (SPIE-MI 2015), Orlando, FL, February 21-26, 2015. (doi)
  • E.K. Swingle, A. Lang, A. Carass, O. Al-Louzi, J.L. Prince, and P.A. Calabresi, "Segmentation of microcystic macular edema in Cirrus OCT scans with an exploratory longitudinal study", Proceedings of SPIE Medical Imaging (SPIE-MI 2015), Orlando, FL, February 21-26, 2015. (doi)
  • A. Lang, A. Carass, O. Al-Louzi, P. Bhargava, S. Saidha, H.S. Ying, P.A. Calabresi, and J.L. Prince, "Longitudinal graph-based segmentation of macular OCT using fundus alignment", Proceedings of SPIE Medical Imaging (SPIE-MI 2015), Orlando, FL, February 21-26, 2015. (doi)
  • A. Lang, A. Carass, E.K. Swingle, O. Al-Louzi, P. Bhargava, S. Saidha, H.S. Ying, P.A. Calabresi, and J.L. Prince, "Automatic segmentation of microcystic macular edema in OCT", Biomedical Optics Express, 6(1):155-169, 2015. (doi)