White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning

Yuqian Chen, Fan Zhang 0013, Chaoyi Zhang, Tengfei Xue, Leo R. Zekelman, Jianzhong He, Yang Song 0001, Nikos Makris, Yogesh Rathi, Alexandra J. Golby, Weidong Cai 0001, Lauren J. O'Donnell. White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning. In Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li 0001, editors, Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part I. Volume 13431 of Lecture Notes in Computer Science, pages 174-184, Springer, 2022. [doi]

Authors

Yuqian Chen

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Fan Zhang 0013

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Chaoyi Zhang

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Tengfei Xue

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Leo R. Zekelman

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Jianzhong He

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Yang Song 0001

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Nikos Makris

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Yogesh Rathi

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Alexandra J. Golby

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Weidong Cai 0001

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Lauren J. O'Donnell

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