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Lauren J. O'Donnell

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A Novel Deep Clustering Framework for Fine-Scale Parcellation of Amygdala Using dMRI Tractography

Nov 25, 2023
Haolin He, Ce Zhu, Le Zhang, Yipeng Liu, Xiao Xu, Yuqian Chen, Leo Zekelman, Jarrett Rushmore, Yogesh Rathi, Nikos Makris, Lauren J. O'Donnell, Fan Zhang

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TractCloud: Registration-free tractography parcellation with a novel local-global streamline point cloud representation

Jul 18, 2023
Tengfei Xue, Yuqian Chen, Chaoyi Zhang, Alexandra J. Golby, Nikos Makris, Yogesh Rathi, Weidong Cai, Fan Zhang, Lauren J. O'Donnell

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TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance

Jul 08, 2023
Yuqian Chen, Leo R. Zekelman, Chaoyi Zhang, Tengfei Xue, Yang Song, Nikos Makris, Yogesh Rathi, Alexandra J. Golby, Weidong Cai, Fan Zhang, Lauren J. O'Donnell

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Reconstructing the somatotopic organization of the corticospinal tract remains a challenge for modern tractography methods

Jun 15, 2023
Jianzhong He, Fan Zhang, Yiang Pan, Yuanjing Feng, Jarrett Rushmore, Erickson Torio, Yogesh Rathi, Nikos Makris, Ron Kikinis, Alexandra J. Golby, Lauren J. O'Donnell

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A Registration- and Uncertainty-based Framework for White Matter Tract Segmentation With Only One Annotated Subject

Mar 25, 2023
Hao Xu, Tengfei Xue, Dongnan Liu, Fan Zhang, Carl-Fredrik Westin, Ron Kikinis, Lauren J. O'Donnell, Weidong Cai

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GeoLab: Geometry-based Tractography Parcellation of Superficial White Matter

Mar 02, 2023
Nabil Vindas, Nicole Labra Avila, Fan Zhang, Tengfei Xue, Lauren J. O'Donnell, Jean-François Mangin

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TractGraphCNN: anatomically informed graph CNN for classification using diffusion MRI tractography

Jan 05, 2023
Yuqian Chen, Fan Zhang, Leo R. Zekelman, Tengfei Xue, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell

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Tractography-Based Parcellation of Cerebellar Dentate Nuclei via a Deep Nonnegative Matrix Factorization Clustering Method

Nov 18, 2022
Xiao Xu, Yuqian Chen, Leo Zekelman, Yogesh Rathi, Nikos Makris, Fan Zhang, Lauren J. O'Donnell

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Age Prediction Performance Varies Across Deep, Superficial, and Cerebellar White Matter Connections

Nov 11, 2022
Yuxiang Wei, Tengfei Xue, Yogesh Rathi, Nikos Makris, Fan Zhang, Lauren J. O'Donnell

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A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography

Oct 13, 2022
Tengfei Xue, Fan Zhang, Leo R. Zekelman, Chaoyi Zhang, Yuqian Chen, Suheyla Cetin-Karayumak, Steve Pieper, William M. Wells, Yogesh Rathi, Nikos Makris, Weidong Cai, Lauren J. O'Donnell

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