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

2 May 2022

Weidong (Tom) Cai

Fan Zhang

Papers citing "Deep fiber clustering: Anatomically informed fiber clustering with self-supervised deep learning for fast and effective tractography parcellation"

8 / 8 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 48 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 29 2 0 28 Feb 2025
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 26 12 0 30 Nov 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 19 0 29 Jan 2022
Self-supervised learning methods and applications in medical imaging analysis: A survey Saeed Shurrab R. Duwairi OOD 32 173 0 17 Sep 2021
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 29 24 0 11 Jul 2021
Unsupervised Multi-Task Feature Learning on Point Clouds Kaveh Hassani Mike Haley SSL 3DPC 109 193 0 18 Oct 2019
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 14,047 0 02 Dec 2016