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Optimal Transport Features for Morphometric Population Analysis


Aug 11, 2022
Samuel Gerber, Marc Niethammer, Ebrahim Ebrahim, Joseph Piven, Stephen R. Dager, Martin Styner, Stephen Aylward, Andinet Enquobahrie

* submitted to Medical Image Analysis 

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PseudoClick: Interactive Image Segmentation with Click Imitation


Jul 12, 2022
Qin Liu, Meng Zheng, Benjamin Planche, Srikrishna Karanam, Terrence Chen, Marc Niethammer, Ziyan Wu

* 18 pages, 6 figures, 7 tables. Accepted by ECCV 2022 

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GradICON: Approximate Diffeomorphisms via Gradient Inverse Consistency


Jun 13, 2022
Lin Tian, Hastings Greer, François-Xavier Vialard, Roland Kwitt, RaĂșl San JosĂ© EstĂ©par, Marc Niethammer


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LiftReg: Limited Angle 2D/3D Deformable Registration


Mar 10, 2022
Lin Tian, Yueh Z. Lee, RaĂșl San JosĂ© EstĂ©par, Marc Niethammer


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Fluid registration between lung CT and stationary chest tomosynthesis images


Mar 06, 2022
Lin Tian, Connor Puett, Peirong Liu, Zhengyang Shen, Stephen R. Aylward, Yueh Z. Lee, Marc Niethammer


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On Measuring Excess Capacity in Neural Networks


Feb 16, 2022
Florian Graf, Sebastian Zeng, Marc Niethammer, Roland Kwitt


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Aladdin: Joint Atlas Building and Diffeomorphic Registration Learning with Pairwise Alignment


Feb 07, 2022
Zhipeng Ding, Marc Niethammer


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Deep Decomposition for Stochastic Normal-Abnormal Transport


Nov 29, 2021
Peirong Liu, Yueh Lee, Stephen Aylward, Marc Niethammer

* 23 pages, 9 figures 

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Accurate Point Cloud Registration with Robust Optimal Transport


Nov 01, 2021
Zhengyang Shen, Jean Feydy, Peirong Liu, Ariel HernĂĄn Curiale, Ruben San Jose Estepar, Raul San Jose Estepar, Marc Niethammer

* Accepted in NeurIPS 2021 

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ICON: Learning Regular Maps Through Inverse Consistency


May 21, 2021
Hastings Greer, Roland Kwitt, Francois-Xavier Vialard, Marc Niethammer


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