Tractogram filtering of anatomically non-plausible fibers with geometric
deep learning

Tractogram filtering of anatomically non-plausible fibers with geometric deep learning

24 March 2020

Davide Boscaini

Papers citing "Tractogram filtering of anatomically non-plausible fibers with geometric deep learning"

15 / 15 papers shown

Title
A Multimodal Deep Learning Approach for White Matter Shape Prediction in Diffusion MRI Tractography Yui Lo Yuxiao Chen Dongnan Liu L. Zekelman J. Rushmore ... N. Makris A. Golby Fan Zhang Weidong Cai L. O’Donnell 55 0 0 25 Apr 2025
TractShapeNet: Efficient Multi-Shape Learning with 3D Tractography Point Clouds Yui Lo Yuqian Chen Dongnan Liu Jon Haitz Legarreta L. Zekelman ... Yogesh Rathi N. Makris A. Golby Weidong Cai L. O’Donnell 63 0 0 17 Feb 2025
PatchMixer: Rethinking network design to boost generalization for 3D point cloud understanding Davide Boscaini Fabio Poiesi 3DPC 3DV 16 4 0 28 Jul 2023
TractCloud: Registration-free tractography parcellation with a novel local-global streamline point cloud representation Tengfei Xue Yuqian Chen Chaoyi Zhang A. Golby N. Makris Yogesh Rathi Weidong (Tom) Cai Fan Zhang L. O’Donnell DiffM 32 7 0 18 Jul 2023
Merging multiple input descriptors and supervisors in a deep neural network for tractogram filtering Daniel Jörgens Pierre-Marc Jodoin Maxime Descoteaux R. Moreno 16 2 0 11 Jul 2023
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
Supervised Tractogram Filtering using Geometric Deep Learning Pietro Astolfi R. Verhagen Laurent Petit E. Olivetti S. Sarubbo Jonathan Masci Davide Boscaini P. Avesani MedIm 14 3 0 06 Dec 2022
PointNeuron: 3D Neuron Reconstruction via Geometry and Topology Learning of Point Clouds Runkai Zhao Heng Wang Chaoyi Zhang Weidong (Tom) Cai 3DV 24 6 0 15 Oct 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 13 32 0 18 Jul 2022
White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning Yuqian Chen Fan Zhang Chaoyi Zhang Tengfei Xue L. Zekelman ... N. Makris Yogesh Rathi A. Golby Weidong (Tom) Cai L. O’Donnell DiffM MedIm 40 14 0 06 Jul 2022
Assessing Streamline Plausibility Through Randomized Iterative Spherical-Deconvolution Informed Tractogram Filtering Antonia Hain Daniel Jörgens R. Moreno 11 3 0 10 May 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 34 19 0 02 May 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 34 19 0 29 Jan 2022
3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis Jianhui Yu Chaoyi Zhang Heng Wang Dingxin Zhang Yang Song Tiange Xiang Dongnan Liu Weidong (Tom) Cai ViT MedIm 21 32 0 09 Dec 2021
Filtering in tractography using autoencoders (FINTA) Jon Haitz Legarreta Laurent Petit F. Rheault Guillaume Theaud Carl Lemaire Maxime Descoteaux Pierre-Marc Jodoin 12 33 0 07 Oct 2020