Title
TractCloud-FOV: Deep Learning-based Robust Tractography Parcellation in Diffusion MRI with Incomplete Field of View Yuqian Chen L. Zekelman Yui Lo Suheyla Cetin Karayumak Tengfei Xue Yogesh Rathi N. Makris Fan Zhang Weidong Cai L. O’Donnell 29 2 0 28 Feb 2025
The shape of the brain's connections is predictive of cognitive performance: an explainable machine learning study Yui Lo Yuqian Chen Dongnan Liu Wan Liu L. Zekelman ... Yogesh Rathi N. Makris A. Golby Weidong Cai L. O’Donnell 37 3 0 17 Feb 2025
TractCloud: Registration-free tractography parcellation with a novel local-global streamline point cloud representation Tengfei Xue Yuqian Chen Chaoyi Zhang A. Golby N. Makris Yogesh Rathi Weidong (Tom) Cai Fan Zhang L. O’Donnell DiffM 13 7 0 18 Jul 2023
TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance Yuqian Chen L. Zekelman Chaoyi Zhang Tengfei Xue Yang Song ... Yogesh Rathi A. Golby Weidong (Tom) Cai Fan Zhang L. O’Donnell 27 11 0 08 Jul 2023
Fiber Tract Shape Measures Inform Prediction of Non-Imaging Phenotypes Wan Liu Yuqian Chen Chuyang Ye N. Makris Yogesh Rathi Weidong (Tom) Cai Fan Zhang Lauren J. O' Donnell 18 6 0 16 Mar 2023
TractGraphCNN: anatomically informed graph CNN for classification using diffusion MRI tractography Yuqian Chen Fan Zhang L. Zekelman Tengfei Xue Chaoyi Zhang Yang Song N. Makris Yogesh Rathi Weidong (Tom) Cai L. O’Donnell DiffM MedIm 6 8 0 05 Jan 2023
TractoSCR: A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography Tengfei Xue Fan Zhang L. Zekelman Chaoyi Zhang Yuqian Chen ... W. Wells Yogesh Rathi N. Makris Weidong Cai L. O’Donnell 23 7 0 13 Oct 2022
Deep fiber clustering: Anatomically informed fiber clustering with self-supervised deep learning for fast and effective tractography parcellation Yuqian Chen Chaoyi Zhang Tengfei Xue Yang Song N. Makris Yogesh Rathi Weidong (Tom) Cai Fan Zhang L. O’Donnell 24 20 0 02 May 2022
SupWMA: Consistent and Efficient Tractography Parcellation of Superficial White Matter with Deep Learning Tengfei Xue Fan Zhang Chaoyi Zhang Yuqian Chen Yang Song N. Makris Yogesh Rathi Weidong (Tom) Cai L. O’Donnell 21 18 0 29 Jan 2022
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 219 13,886 0 02 Dec 2016