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

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

8 July 2023

Weidong (Tom) Cai

Fan Zhang

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

12 / 12 papers shown

Title
A Multimodal Deep Learning Approach for White Matter Shape Prediction in Diffusion MRI Tractography Yui Lo Y. Chen Dongnan Liu L. Zekelman J. Rushmore ... N. Makris A. Golby Fan Zhang Weidong Cai L. O’Donnell 45 0 0 25 Apr 2025
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 27 2 0 28 Feb 2025
TractShapeNet: Efficient Multi-Shape Learning with 3D Tractography Point Clouds Yui Lo Yuqian Chen Dongnan Liu Jon Haitz Legarreta L. Zekelman ... Yogesh Rathi N. Makris A. Golby Weidong Cai L. O’Donnell 51 0 0 17 Feb 2025
White Matter Geometry-Guided Score-Based Diffusion Model for Tissue Microstructure Imputation in Tractography Imaging Yui Lo Yuqian Chen Fan Zhang Dongnan Liu L. Zekelman Suheyla Cetin Karayumak Yogesh Rathi Weidong Cai L. O’Donnell MedIm 25 3 0 28 Jul 2024
Deep multimodal saliency parcellation of cerebellar pathways: linking microstructure and individual function through explainable multitask learning Ari Tchetchenian L. Zekelman Yuqian Chen J. Rushmore Fan Zhang ... N. Makris Yogesh Rathi Erik H. W. Meijering Yang Song L. O’Donnell 25 0 0 21 Jul 2024
Cross-domain Fiber Cluster Shape Analysis for Language Performance Cognitive Score Prediction Yui Lo Yuqian Chen Dongnan Liu Wan Liu L. Zekelman ... Yogesh Rathi N. Makris A. Golby Weidong Cai L. O’Donnell 15 6 0 27 Mar 2024
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 8 7 0 18 Jul 2023
Rank-N-Contrast: Learning Continuous Representations for Regression Kaiwen Zha Peng Cao Jeany Son Yuzhe Yang Dina Katabi CML 36 37 0 03 Oct 2022
A Spatiotemporal Model for Precise and Efficient Fully-automatic 3D Motion Correction in OCT Stefan B. Ploner Siyu Chen Jungeun Won Lennart Husvogt Katharina Breininger Julia Schottenhamml J. Fujimoto Andreas K. Maier 16 4 0 15 Sep 2022
Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis Hejie Cui Wei Dai Yanqiao Zhu Xiaoxiao Li Lifang He Carl Yang 66 77 0 30 Jun 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 8 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 210 13,886 0 02 Dec 2016