Hybrid graph convolutional neural networks for landmark-based anatomical
segmentation

Hybrid graph convolutional neural networks for landmark-based anatomical segmentation

17 June 2021

Nicolás Gaggion

Diego H. Milone

Papers citing "Hybrid graph convolutional neural networks for landmark-based anatomical segmentation"

18 / 18 papers shown

Title
Multi-view Hybrid Graph Convolutional Network for Volume-to-mesh Reconstruction in Cardiovascular MRI Nicolás Gaggion Benjamin A. Matheson Yan Xia Rodrigo Bonazzola Nishant Ravikumar Zeike A. Taylor Diego H. Milone Alejandro F. Frangi Enzo Ferrante 104 4 0 22 Nov 2023
High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey Rosana El Jurdia Caroline Petitjean P. Honeine Veronika Cheplygina F. Abdallah SSeg MedIm 70 81 0 16 Nov 2020
Intraoperative Liver Surface Completion with Graph Convolutional VAE Simone Foti Bongjin Koo T. Dowrick João Ramalhinho M. Allam B. Davidson Danail Stoyanov Matthew J. Clarkson DRL MedIm 44 14 0 08 Sep 2020
Anatomical Priors for Image Segmentation via Post-Processing with Denoising Autoencoders Agostina J. Larrazabal Cesar E. Martínez Enzo Ferrante 53 44 0 05 Jun 2019
DeepSSM: A Deep Learning Framework for Statistical Shape Modeling from Raw Images Riddhish Bhalodia Shireen Y. Elhabian L. Kavan Ross T. Whitaker 48 59 0 28 Sep 2018
Generating 3D faces using Convolutional Mesh Autoencoders Anurag Ranjan Timo Bolkart Soubhik Sanyal Michael J. Black CVBM 3DH 64 573 0 26 Jul 2018
Anatomically Constrained Neural Networks (ACNN): Application to Cardiac Image Enhancement and Segmentation Ozan Oktay Enzo Ferrante Konstantinos Kamnitsas M. Heinrich Wenjia Bai ... T. Dawes D. O’Regan Bernhard Kainz Ben Glocker Daniel Rueckert 54 657 0 22 May 2017
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 593 7,443 0 04 Apr 2017
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 808 3,281 0 24 Nov 2016
Variational Graph Auto-Encoders Thomas Kipf Max Welling GNN BDL SSL CML 151 3,585 0 21 Nov 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 347 7,650 0 30 Jun 2016
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 221 8,681 0 15 Jun 2016
Sub-cortical brain structure segmentation using F-CNN's Mahsa Shakeri Stavros Tsogkas Enzo Ferrante S. Lippé Samuel Kadoury Nikos Paragios Iasonas Kokkinos 59 119 0 05 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,878 0 10 Dec 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,133 0 18 May 2015
Spectral Networks and Locally Connected Networks on Graphs Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun GNN 220 4,876 0 21 Dec 2013
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 452 16,933 0 20 Dec 2013
The Emerging Field of Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains D. Shuman S. K. Narang P. Frossard Antonio Ortega P. Vandergheynst 126 3,972 0 31 Oct 2012