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

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

5 January 2023
Yuqian Chen
Fan Zhang
L. Zekelman
Tengfei Xue
Chaoyi Zhang
Yang Song
N. Makris
Yogesh Rathi
Weidong (Tom) Cai
L. O’Donnell
    DiffM
    MedIm
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Papers citing "TractGraphCNN: anatomically informed graph CNN for classification using diffusion MRI tractography"

6 / 6 papers shown
Title
The shape of the brain's connections is predictive of cognitive performance: an explainable machine learning study
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
46
3
0
17 Feb 2025
White Matter Geometry-Guided Score-Based Diffusion Model for Tissue
  Microstructure Imputation in Tractography Imaging
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
40
3
0
28 Jul 2024
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
Yuqian Chen
L. Zekelman
Chaoyi Zhang
Tengfei Xue
Yang Song
...
Yogesh Rathi
A. Golby
Weidong (Tom) Cai
Fan Zhang
L. O’Donnell
41
11
0
08 Jul 2023
Fiber Tract Shape Measures Inform Prediction of Non-Imaging Phenotypes
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
Deep fiber clustering: Anatomically informed fiber clustering with
  self-supervised deep learning for fast and effective tractography
  parcellation
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
36
19
0
02 May 2022
Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning
  for Fast and Effective White Matter Parcellation
Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation
Yuqian Chen
Chaoyi Zhang
Yang Song
N. Makris
Yogesh Rathi
Weidong (Tom) Cai
Fan Zhang
L. O’Donnell
31
24
0
11 Jul 2021
1