Publications/2020

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2020

• H. Yang, J. Sun, A. Carass, C. Zhao, J. Lee, J.L. Prince, and Z. Xu, "Unsupervised MR-to-CT Synthesis using Structure-Constrained CycleGAN", IEEE Trans. on Medical Imaging, In Press, 2020. (doi)
• M. Shao, A. Carass, A.D. Gomez, J. Zhuo, X. Liang, M. Stone, and J.L. Prince, "Direct reconstruction of crossing muscle fibers in the human tongue using a deep neural network", International Workshop on Computational Diffusion MRI (CDMRI 2020), Lima Peru, October 8, 2020.
• S. Han, J.L. Prince, and A. Carass, "Inhomogeneity Correction in Magnetic Resonance Images Using Deep Image Priors", 11^th International Workshop on Machine Learning in Medical Imaging (MLMI 2020), Lima Peru, October 4, 2020. (doi)
• L. Zuo, B.E. Dewey, A. Carass, Y. He, M. Shao, J.C. Reinhold, and J.L. Prince, "Synthesize Realistic MR Images with Noise Control", Simulation and Synthesis in Medical Imaging (SASHIMI 2020) in conjunction with the 23^rd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2020), Lima, Peru, October 4 - 8, 2020. (doi)
• B.E. Dewey, L. Zuo, A. Carass, Y. He, J.C. Reinhold, Y. Liu, E. Mowry, S. Newsome, J. Oh, P.A. Calabresi, and J.L. Prince, "A Disentangled Latent Space for Cross-Site MRI Harmonization", 23^rd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2020), Lima, Peru, October 4 - 8, 2020. (doi)
• Y. He, A. Carass, L. Zuo, B.E. Dewey, and J.L. Prince, "Self domain adapted network", 23^rd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2020), Lima, Peru, October 4 - 8, 2020. (doi)
• S. Han, Y. An, A. Carass, J.L. Prince, and S.M. Resnick, "Longitudinal analysis of regional cerebellum volumes during normal aging", NeuroImage, 220:117062, 2020. (doi) (PubMed)
• A. Carass, S. Roy, A. Gherman, J.C. Reinhold, A. Jesson, T. Arbel, O. Maier, H. Handels, M. Ghafoorian, B. Platel, A. Birenbaum, H. Greenspan, D.L. Pham, C.M. Crainiceanu, P.A. Calabresi, J.L. Prince, W.R. Gray Roncal, R.T. Shinohara, and I. Oguz, "Evaluating White Matter Lesion Segmentations with Refined Sørensen-Dice Analysis", Nature Scientific Reports, 10:8242, 2020. (doi) (PubMed)
• S. Han, A. Carass, Y. He, and J.L. Prince, "Automatic Cerebellum Anatomical Parcellation using U-Net with Locally Constrained Optimization", NeuroImage, 218:116819, 2020. (doi)
• J.C. Reinhold, Y. He, S. Han, Y. Chen, D. Gao, J. Lee, J.L. Prince, and A. Carass, "Validating uncertainty in medical image translation", 17^th IEEE International Symposium on Biomedical Imaging (ISBI 2020), Iowa City, IA, April 3 - 7, 2020. (doi)
• Y. He, A. Carass, Y. Liu, S. Saidha, P.A. Calabresi, and J.L. Prince, "Adversarial domain adaptation for multi-device retinal OCT segmentation", Proceedings of SPIE Medical Imaging (SPIE-MI 2020), Houston, TX, February 15 - 20, 2020. (doi)
• J.C. Reinhold, Y. He, S. Han, Y. Chen, D. Gao, J. Lee, J.L. Prince, and A. Carass, "Finding novelty with uncertainty", Proceedings of SPIE Medical Imaging (SPIE-MI 2020), Houston, TX, February 15 - 20, 2020. (doi)
• Y. Liu, L. Zuo, A. Carass, Y. He, A. Filippatou, S.D. Solomon, S. Saidha, P.A. Calabresi, and J.L. Prince, "Variational intensity cross channel encoder for unsupervised vessel segmentation on OCT angiography", Proceedings of SPIE Medical Imaging (SPIE-MI 2020), Houston, TX, February 15 - 20, 2020. (doi)
• J. Woo, F. Xing, J.L. Prince, M. Stone, T. Reese, V. Wedeen, G. El Fakhri, "Identifying the common and subject-specific functional units of speech movements via a joint sparse non-negative matrix factorization framework", Proceedings of SPIE Medical Imaging (SPIE-MI 2020), Houston, TX, February 15 - 20, 2020. (doi) (PubMed) (PMCID 7243345)
• S. Han, J.L. Prince, and A. Carass, "Reflection-equivariant convolutional neural networks improve segmentation over reflection augmentation", Proceedings of SPIE Medical Imaging (SPIE-MI 2020), Houston, TX, February 15 - 20, 2020. (doi)
• Y. He, A. Carass, Y. Liu, A. Filippatou, B.M. Jedynak, S.D. Solomon, S. Saidha, P.A. Calabresi, and J.L. Prince, "Segmenting retinal OCT images with inter-B-scan and longitudinal information", Proceedings of SPIE Medical Imaging (SPIE-MI 2020), Houston, TX, February 15 - 20, 2020. (doi)