View source for Publications/2020

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{{iacl-pub| author= A.G. Filippatou, E.S. Vasileiou, Y. He, K.C. Fitzgerald, G. Kalaitzidis, J. Lambe, M.A. Mealy, M. Levy, Y. Liu, J.L. Prince, E.M. Mowry, S. Saidha, P.A. Calabresi, and E.S. Sotirchos| title = Evidence of subclinical quantitative retinal layer abnormalities in AQP4-IgG seropositive NMOSD| journal = Multiple Sclerosis Journal| number = 1352458520977771| when = 2020| doi = 10.1177/1352458520977771}}
{{iacl-pub| author = A.G. Filippatou, M. Moniruzzaman, E.S. Sotirchos, K.C. Fitzgerald, G. Kalaitzidis, J. Lambe, E. Vasileiou, S. Saidha, J.L. Prince, N. Haughey, P.A. Calabresi, and P. Bhargava| title = Serum ceramide levels are altered in multiple sclerosis| journal = Multiple Sclerosis Journal, number = 1352458520971816| when = 2020| doi = 10.1177/1352458520971816}}
{{iacl-pub| author =  H. Yang, J. Sun, A. Carass, C. Zhao, J. Lee, J.L. Prince, and Z. Xu| title = Unsupervised MR-to-CT Synthesis using Structure-Constrained CycleGAN| jrnl = tmi| number = 39(12):4249-4261| when = 2020 | doi = 10.1109/TMI.2020.3015379}}
{{iacl-pub | author = E.S. Sotirchos, A. Filippatou, K.C. Fitzgerald, S. Salama, S. Pardo, J. Wang, E. Ogbuokiri, N.J. Cowley, N. Pellegrini, O.C. Murphy, M.A. Mealy, J.L. Prince, M. Levy, P.A. Calabresi, S. Saidha| title = Aquaporin-4 IgG seropositivity is associated with worse visual outcomes after optic neuritis than MOG-IgG seropositivity and multiple sclerosis, independent of macular ganglion cell layer thinning| journal = Multiple Sclerosis Journal| number =26(11):1360-1371| when = 2021| doi = 10.1177/1352458519864928}}
{{iacl-pub| author = A.K. Knutsen, A.D. Gomez, M. Gangolli, W.T. Wang, D. Chan, Y.C. Lu, E. Christoforou, J.L. Prince, P.V. Bayly, J.A. Butman, D.L. Pham|title = In vivo estimates of axonal stretch and 3D brain deformation during mild head impact| journal = Brain Multiphysics| number = 100015| when = 2020| doi = 10.1016/j.brain.2020.100015}}
{{iacl-pub| author = J Oh, M Chen, K Cybulsky, S Suthiphosuwan, E Seyman, B Dewey, M. Diener-West, P. van Zijl, J. Prince, D.S. Reich, and P.A. Calabresi | title = Five-year longitudinal changes in quantitative spinal cord MRI in multiple sclerosis| journal = Multiple Sclerosis Journal| number = 1352458520923970| when = 2020| doi = 10.1177/1352458520923970}}
{{iacl-pub| author = E.S. Sotirchos, N. Gonzalez Caldito, A. Filippatou, K.C. Fitzgerald, O.C. Murphy, J. Lambe, J. Nguyen, J. Button, E. Ogbuokiri, C.M. Crainiceanu, J.L. Prince, P.A. Calabresi, S. Saidha, and International Multiple Sclerosis Visual System (IMSVISUAL) Consortium| title = Progressive multiple sclerosis is associated with faster and specific retinal layer atrophy| journal = Annals of Neurology| number = 87(6):885-896| when = 2020 | doi = 10.1002/ana.25738}}
{{iacl-pub| author = O.C. Murphy, O. Kwakyi, M. Iftikhar, S. Zafar, J. Lambe, N. Pellegrini, E.S. Sotircho, N. Gonzalez-Caldito, E. Ogbuokiri, A. Filippatou, H. Risher, N. Cowley, S. Feldman, N. Fioravante, E.M. Frohman, T.C. Frohman, L.J. Balcer, J.L. Prince, R. Channa, P.A. Calabresi, S. Saidha| title = Alterations in the retinal vasculature occur in multiple sclerosis and exhibit novel correlations with disability and visual function measures| journal = Multiple Sclerosis Journal| number = 26(7):815-828| when = 2020| doi = 10.1177/1352458519845116}}
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{{iacl-pub| author = M. Shao, A. Carass, A.D. Gomez, J. Zhuo, X. Liang, M. Stone, and J.L. Prince| title = Direct reconstruction of crossing muscle fibers in the human tongue using a deep neural network| conf = cdmri2020}}
{{iacl-pub| author = S. Han, J.L. Prince, and A. Carass| title = Inhomogeneity Correction in Magnetic Resonance Images Using Deep Image Priors| conf = mlmi2020 | doi = 10.1007/978-3-030-59861-7_41| youtube = D2fEr_DJ8ig}}
{{iacl-pub| author = L. Zuo, B.E. Dewey, A. Carass, Y. He, M. Shao, J.C. Reinhold, and J.L. Prince| title = Synthesize Realistic MR Images with Noise Control| conf = sashimi2020 | doi = 10.1007/978-3-030-59520-3_3| youtube = JM56ltw9m50}}
{{iacl-pub| author = 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| title = A Disentangled Latent Space for Cross-Site MRI Harmonization| conf = miccai2020 | doi = 10.1007/978-3-030-59728-3_70| youtube = zVWIX75rYZM}}
{{iacl-pub| author = Y. He, A. Carass, L. Zuo, B.E. Dewey, and J.L. Prince| title = Self domain adapted network| conf = miccai2020 | doi = 10.1007/978-3-030-59710-8_43| youtube = NMiQfM3KUtM}}
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{{iacl-pub| author = J Lambe, A Rothman, J Prince, S Saidha, PA Calabresi, SD Newsome| title = Retinal pathology occurs in stiff-person syndrome| journal = Neurology| number =94(20):e2126-e2131| when = 2020| doi = 10.1212/WNL.0000000000008943}}
{{iacl-pub| author=S. Han, Y. An, A. Carass, J.L. Prince, and S.M. Resnick| title = Longitudinal analysis of regional cerebellum volumes during normal aging| jrnl = ni| number = 220:117062| when = 2020| doi = 10.1016/j.neuroimage.2020.117062| pubmed = 32592850}}
{{iacl-pub|author=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| title=Evaluating White Matter Lesion Segmentations with Refined Sørensen-Dice Analysis| journal=Nature Scientific Reports| number=10:8242| when=2020| doi=10.1038/s41598-020-64803-w|pubmed=32427874}}
{{iacl-pub| author=S. Han, A. Carass, Y. He, and J.L. Prince| title = [[Cerebellum CNN|Automatic Cerebellum Anatomical Parcellation using U-Net with Locally Constrained Optimization]]| jrnl = ni| number = 218:116819| when=2020| doi = 10.1016/j.neuroimage.2020.116819}}
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{{iacl-pub| author=J.C. Reinhold, Y. He, S. Han, Y. Chen, D. Gao, J. Lee, J.L. Prince, and A. Carass| title=Validating uncertainty in medical image translation| conf=isbi2020| doi=10.1109/ISBI45749.2020.9098543| youtube=9Xu0w18JGW8}}
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{{iacl-pub| author=Y. He, A. Carass, Y. Liu, S. Saidha, P.A. Calabresi, and J.L. Prince| title=Adversarial domain adaptation for multi-device retinal OCT segmentation| conf=spie2020| doi=10.1117/12.2549839}}
{{iacl-pub| author=J.C. Reinhold, Y. He, S. Han, Y. Chen, D. Gao, J. Lee, J.L. Prince, and A. Carass|title=Finding novelty with uncertainty|conf=spie2020|doi=10.1117/12.2549341}}
{{iacl-pub| author=Y. Liu, L. Zuo, A. Carass, Y. He, A. Filippatou, S.D. Solomon, S. Saidha, P.A. Calabresi, and J.L. Prince| title=Variational intensity cross channel encoder for unsupervised vessel segmentation on OCT angiography| conf=spie2020| doi=10.1117/12.2549967}}
{{iacl-pub| author=J. Woo, F. Xing, J.L. Prince, M. Stone, T. Reese, V. Wedeen, G. El Fakhri| title=Identifying the common and subject-speciﬁc functional units of speech movements via a joint sparse non-negative matrix factorization framework| conf=spie2020| doi=10.1117/12.2548991| pubmed=32454553| pmcid=7243345}}
{{iacl-pub| author=S. Han, J.L. Prince, and A. Carass| title=Reflection-equivariant convolutional neural networks improve segmentation over reflection augmentation| conf=spie2020| doi=10.1117/12.2549399}}
{{iacl-pub| author=Y. He, A. Carass, Y. Liu, A. Filippatou, B.M. Jedynak, S.D. Solomon, S. Saidha, P.A. Calabresi, and J.L. Prince| title=Segmenting retinal OCT images with inter-B-scan and longitudinal information| conf=spie2020| doi=10.1117/12.2549857}}
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