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Neuropsychiatric Disease Classification Using Functional Connectomics -- Results of the Connectomics in NeuroImaging Transfer Learning Challenge


Jun 05, 2020
Markus D. Schirmer, Archana Venkataraman, Islem Rekik, Minjeong Kim, Stewart Mostofsky, Mary Beth Nebel, Keri Rosch, Karen Seymour, Deana Crocetti, Hassna Irzan, Michael Hütel, Sebastien Ourselin, Neil Marlow, Andrew Melbourne, Egor Levchenko, Shuo Zhou, Mwiza Kunda, Haiping Lu, Nicha C. Dvornek, Juntang Zhuang, Gideon Pinto, Sandip Samal, Jorge L. Bernal-Rusiel, Rudolph Pienaar, Ai Wern Chung

* CNI-TLC was held in conjunction with MICCAI 2019 

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Domain Independent SVM for Transfer Learning in Brain Decoding


Mar 26, 2019
Shuo Zhou, Wenwen Li, Christopher R. Cox, Haiping Lu


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Sturm: Sparse Tubal-Regularized Multilinear Regression for fMRI


Dec 04, 2018
Wenwen Li, Jian Lou, Shuo Zhou, Haiping Lu

* 10 pages, 4 figures 

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Dimensionality-Driven Learning with Noisy Labels


Jul 31, 2018
Xingjun Ma, Yisen Wang, Michael E. Houle, Shuo Zhou, Sarah M. Erfani, Shu-Tao Xia, Sudanthi Wijewickrema, James Bailey

* In Proceedings of the International Conference on Machine Learning (ICML), 2018 

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Providing Effective Real-time Feedback in Simulation-based Surgical Training


Jun 30, 2017
Xingjun Ma, Sudanthi Wijewickrema, Yun Zhou, Shuo Zhou, Stephen O'Leary, James Bailey

* To appear in Proceedings of the 20th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Quebec City, Canada, 2017 

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Adversarial Generation of Real-time Feedback with Neural Networks for Simulation-based Training


May 23, 2017
Xingjun Ma, Sudanthi Wijewickrema, Shuo Zhou, Yun Zhou, Zakaria Mhammedi, Stephen O'Leary, James Bailey

* Appeared in the Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI), Melbourne, 2017 

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