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

11 July 2021

Weidong (Tom) Cai

Fan Zhang

Papers citing "Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation"

5 / 5 papers shown

Title
Deep Representation Learning for Unsupervised Clustering of Myocardial Fiber Trajectories in Cardiac Diffusion Tensor Imaging Mohini Anand Xavier Tricoche 36 0 0 02 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 29 2 0 28 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 32 3 0 28 Jul 2024
FIESTA: Autoencoders for accurate fiber segmentation in tractography Félix Dumais Jon Haitz Legarreta Carl Lemaire P. Poulin Franccois Rheault Laurent Petit Muhamed Barakovic Stefano Magon Maxime Descoteaux Pierre-Marc Jodoin MedIm 24 12 0 30 Nov 2022
DeepRGVP: A Novel Microstructure-Informed Supervised Contrastive Learning Framework for Automated Identification Of The Retinogeniculate Pathway Using dMRI Tractography Sipei Li Jianzhong He Tengfei Xue Guoqiang Xie Shunyu Yao ... Ron Kikinis W. Bi A. Golby L. O’Donnell Fan Zhang MedIm 25 4 0 15 Nov 2022