Supervised Tractogram Filtering using Geometric Deep Learning

Supervised Tractogram Filtering using Geometric Deep Learning

6 December 2022

Davide Boscaini

Papers citing "Supervised Tractogram Filtering using Geometric Deep Learning"

12 / 12 papers shown

Title
Filtering in tractography using autoencoders (FINTA) Jon Haitz Legarreta Laurent Petit F. Rheault Guillaume Theaud Carl Lemaire Maxime Descoteaux Pierre-Marc Jodoin 30 33 0 07 Oct 2020
Deep Learning for Anomaly Detection: A Review Guansong Pang Chunhua Shen LongBing Cao Anton Van Den Hengel 71 910 0 06 Jul 2020
Tractogram filtering of anatomically non-plausible fibers with geometric deep learning Pietro Astolfi R. Verhagen Laurent Petit E. Olivetti Jonathan Masci Davide Boscaini P. Avesani MedIm 16 25 0 24 Mar 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 118 42,038 0 03 Dec 2019
Fast Graph Representation Learning with PyTorch Geometric Matthias Fey J. E. Lenssen 3DH GNN 3DPC 139 4,289 0 06 Mar 2019
Combined tract segmentation and orientation mapping for bundle-specific tractography Jakob Wasserthal Peter Neher D. Hirjak Klaus H. Maier-Hein 40 123 0 29 Jan 2019
TractSeg - Fast and accurate white matter tract segmentation Jakob Wasserthal Peter Neher Klaus H. Maier-Hein 34 464 0 18 May 2018
Dynamic Graph CNN for Learning on Point Clouds Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma M. Bronstein Justin Solomon GNN 3DPC 210 6,076 0 24 Jan 2018
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 368 14,191 0 02 Dec 2016
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 458 3,264 0 24 Nov 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.1K 192,638 0 10 Dec 2015
Bidirectional LSTM-CRF Models for Sequence Tagging Zhiheng Huang Wenyuan Xu Kai Yu 146 3,999 0 09 Aug 2015