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White Matter Tracts are Point Clouds: Neuropsychological Score
  Prediction and Critical Region Localization via Geometric Deep Learning

White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning

International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
6 July 2022
Yuqian Chen
Fan Zhang
Chaoyi Zhang
Tengfei Xue
L. Zekelman
Jianzhong He
Yang Song
N. Makris
Yogesh Rathi
A. Golby
Weidong (Tom) Cai
L. O’Donnell
    DiffMMedIm
ArXiv (abs)PDFHTML

Papers citing "White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning"

10 / 10 papers shown
DeepMultiConnectome: Deep Multi-Task Prediction of Structural Connectomes Directly from Diffusion MRI Tractography
DeepMultiConnectome: Deep Multi-Task Prediction of Structural Connectomes Directly from Diffusion MRI Tractography
Marcus J. Vroemen
Yuqian Chen
Yui Lo
Tengfei Xu
Weidong Cai
Fan Zhang
Josien P.W. Pluim
L. O’Donnell
262
0
0
27 May 2025
TractCloud-FOV: Deep Learning-based Robust Tractography Parcellation in Diffusion MRI with Incomplete Field of View
TractCloud-FOV: Deep Learning-based Robust Tractography Parcellation in Diffusion MRI with Incomplete Field of ViewHuman Brain Mapping (HBM), 2025
Yuqian Chen
L. Zekelman
Yui Lo
Suheyla Cetin Karayumak
Tengfei Xue
Yogesh Rathi
N. Makris
Fan Zhang
Weidong Cai
L. O’Donnell
351
4
0
28 Feb 2025
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 studyHuman Brain Mapping (HBM), 2024
Yui Lo
Yuqian Chen
Dongnan Liu
Wan Liu
L. Zekelman
...
Yogesh Rathi
N. Makris
A. Golby
Weidong Cai
L. O’Donnell
253
2
0
17 Feb 2025
TractGraphFormer: Anatomically Informed Hybrid Graph CNN-Transformer Network for Interpretable Sex and Age Prediction from Diffusion MRI Tractography
TractGraphFormer: Anatomically Informed Hybrid Graph CNN-Transformer Network for Interpretable Sex and Age Prediction from Diffusion MRI Tractography
Yuqian Chen
Fan Zhang
Meng Wang
L. Zekelman
Suheyla Cetin Karayumak
...
J. Rushmore
N. Makris
Yogesh Rathi
Weidong Cai
L. O’Donnell
MedImViT
215
1
0
11 Jul 2024
TractCloud: Registration-free tractography parcellation with a novel
  local-global streamline point cloud representation
TractCloud: Registration-free tractography parcellation with a novel local-global streamline point cloud representationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Tengfei Xue
Yuqian Chen
Chaoyi Zhang
A. Golby
N. Makris
Yogesh Rathi
Weidong (Tom) Cai
Fan Zhang
L. O’Donnell
DiffM
182
12
0
18 Jul 2023
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
220
13
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
250
9
0
16 Mar 2023
TractGraphCNN: anatomically informed graph CNN for classification using
  diffusion MRI tractography
TractGraphCNN: anatomically informed graph CNN for classification using diffusion MRI tractographyIEEE International Symposium on Biomedical Imaging (ISBI), 2023
Yuqian Chen
Fan Zhang
L. Zekelman
Tengfei Xue
Chaoyi Zhang
Yang Song
N. Makris
Yogesh Rathi
Weidong (Tom) Cai
L. O’Donnell
DiffMMedIm
169
14
0
05 Jan 2023
TractoSCR: A Novel Supervised Contrastive Regression Framework for
  Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion
  MRI Tractography
TractoSCR: A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI TractographyFrontiers in Neuroscience (Front. Neurosci.), 2022
Tengfei Xue
Fan Zhang
L. Zekelman
Chaoyi Zhang
Yuqian Chen
...
W. Wells
Yogesh Rathi
N. Makris
Weidong Cai
L. O’Donnell
238
12
0
13 Oct 2022
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 parcellationNeuroImage (NeuroImage), 2022
Yuqian Chen
Chaoyi Zhang
Tengfei Xue
Yang Song
N. Makris
Yogesh Rathi
Weidong (Tom) Cai
Fan Zhang
L. O’Donnell
294
30
0
02 May 2022
1
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