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", 11th 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 23rd 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", 23rd 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", 23rd 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", 17th 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)