TractSeg - Fast and accurate white matter tract segmentation

TractSeg - Fast and accurate white matter tract segmentation

18 May 2018

Jakob Wasserthal

Klaus H. Maier-Hein

Papers citing "TractSeg - Fast and accurate white matter tract segmentation"

16 / 16 papers shown

Title
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 49 2 0 28 Feb 2025
FOD-Swin-Net: angular super resolution of fiber orientation distribution using a transformer-based deep model Mateus Oliveira Da Silva C. Santana Diedre Santos do Carmo Letícia Rittner MedIm 16 4 0 19 Feb 2024
atTRACTive: Semi-automatic white matter tract segmentation using active learning Robin Peretzke Klaus Maier-Hein Jonas Bohn Yannick Kirchhoff Saikat Roy Sabrina Oberli-Palma Daniela Becker P. Lenga Peter Neher MedIm 24 5 0 30 May 2023
One-Shot Segmentation of Novel White Matter Tracts via Extensive Data Augmentation Wan Liu Qi Lu Z. Zhuo Yaou Liu Chuyang Ye 40 7 0 13 Mar 2023
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 37 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 44 4 0 15 Nov 2022
Superficial White Matter Analysis: An Efficient Point-cloud-based Deep Learning Framework with Supervised Contrastive Learning for Consistent Tractography Parcellation across Populations and dMRI Acquisitions Tengfei Xue Fan Zhang Chaoyi Zhang Yuqian Chen Yang Song A. Golby N. Makris Yogesh Rathi Weidong (Tom) Cai L. O’Donnell 18 32 0 18 Jul 2022
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 47 19 0 02 May 2022
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 36 24 0 11 Jul 2021
Fast and Scalable Optimal Transport for Brain Tractograms Jean Feydy Pierre Roussillon A. Trouvé Pietro Gori OT 27 24 0 05 Jul 2021
Neuro4Neuro: A neural network approach for neural tract segmentation using large-scale population-based diffusion imaging Bo Li M. Groot Rebecca M. E. Steketee R. Meijboom M. Smits Meike W. Vernooij M. Ikram Jiren Liu W. Niessen Esther E. Bron MedIm 24 31 0 26 May 2020
Tractometry-based Anomaly Detection for Single-subject White Matter Analysis Maxime Chamberland Sila Genc Erika P. Raven G. Parker A. Cunningham J. Doherty M. Bree C. Tax Derek K. Jones MedIm 22 7 0 22 May 2020
DeepBundle: Fiber Bundle Parcellation with Graph Convolution Neural Networks Feihong Liu Jun Feng Geng Chen Ye Wu Yoonmi Hong P. Yap Dinggang Shen 8 19 0 07 Jun 2019
Tractography and machine learning: Current state and open challenges P. Poulin Daniel Jörgens Pierre-Marc Jodoin Maxime Descoteaux 19 63 0 14 Feb 2019
An overview of deep learning in medical imaging focusing on MRI A. Lundervold A. Lundervold OOD 22 1,609 0 25 Nov 2018
Tract orientation mapping for bundle-specific tractography Jakob Wasserthal Peter Neher Klaus H. Maier-Hein 21 47 0 14 Jun 2018