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Marc Niethammer

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Perfusion Imaging: A Data Assimilation Approach

Sep 06, 2020
Peirong Liu, Yueh Z. Lee, Stephen R. Aylward, Marc Niethammer

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The Fairness-Accuracy Pareto Front

Aug 25, 2020
Susan Wei, Marc Niethammer

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A Deep Network for Joint Registration and Reconstruction of Images with Pathologies

Aug 17, 2020
Xu Han, Zhengyang Shen, Zhenlin Xu, Spyridon Bakas, Hamed Akbari, Michel Bilello, Christos Davatzikos, Marc Niethammer

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Local Temperature Scaling for Probability Calibration

Aug 12, 2020
Zhipeng Ding, Xu Han, Peirong Liu, Marc Niethammer

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Robust and Generalizable Visual Representation Learning via Random Convolutions

Jul 25, 2020
Zhenlin Xu, Deyi Liu, Junlin Yang, Marc Niethammer

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Anatomical Data Augmentation via Fluid-based Image Registration

Jul 05, 2020
Zhengyang Shen, Zhenlin Xu, Sahin Olut, Marc Niethammer

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A Shooting Formulation of Deep Learning

Jun 18, 2020
François-Xavier Vialard, Roland Kwitt, Susan Wei, Marc Niethammer

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Deep Goal-Oriented Clustering

Jun 16, 2020
Yifeng Shi, Christopher M. Bender, Junier B. Oliva, Marc Niethammer

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