Spectral Graph Convolutions for Population-based Disease Prediction

Spectral Graph Convolutions for Population-based Disease Prediction

8 March 2017

Ricardo Guerrero

Daniel Rueckert

Papers citing "Spectral Graph Convolutions for Population-based Disease Prediction"

17 / 67 papers shown

Title
Multi-modal Graph Fusion for Inductive Disease Classification in Incomplete Datasets G. Vivar Hendrik Burwinkel Anees Kazi A. Zwergal Nassir Navab Seyed-Ahmad Ahmadi 16 3 0 08 May 2019
Adaptive Image-Feature Learning for Disease Classification Using Inductive Graph Networks Hendrik Burwinkel Anees Kazi G. Vivar Shadi Albarqouni G. Zahnd Nassir Navab Seyed-Ahmad Ahmadi AI4CE 19 15 0 08 May 2019
InceptionGCN: Receptive Field Aware Graph Convolutional Network for Disease Prediction Anees Kazi Shayan Shekarforoush S. Krishna Hendrik Burwinkel G. Vivar K. Kortüm Seyed-Ahmad Ahmadi Shadi Albarqouni Nassir Navab GNN MedIm 21 146 0 11 Mar 2019
Self-Attention Equipped Graph Convolutions for Disease Prediction Anees Kazi S. Krishna Shayan Shekarforoush K. Kortuem Shadi Albarqouni Nassir Navab MedIm 19 37 0 24 Dec 2018
Deep Learning on Graphs: A Survey Ziwei Zhang Peng Cui Wenwu Zhu GNN 56 1,321 0 11 Dec 2018
An overview of deep learning in medical imaging focusing on MRI A. Lundervold A. Lundervold OOD 22 1,609 0 25 Nov 2018
DeepSphere: Efficient spherical Convolutional Neural Network with HEALPix sampling for cosmological applications Nathanael Perraudin M. Defferrard T. Kacprzak R. Sgier 26 169 0 29 Oct 2018
Graph Neural Networks for IceCube Signal Classification Nicholas Choma Federico Monti Lisa Gerhardt T. Palczewski Z. Ronaghi P. Prabhat W. Bhimji M. Bronstein S. Klein Joan Bruna 16 76 0 17 Sep 2018
Disease Prediction using Graph Convolutional Networks: Application to Autism Spectrum Disorder and Alzheimer's Disease Sarah Parisot S. Ktena Enzo Ferrante M. J. Lee Ricardo Guerrero Ben Glocker Daniel Rueckert MedIm 22 526 0 05 Jun 2018
Dual-Primal Graph Convolutional Networks Federico Monti Oleksandr Shchur Aleksandar Bojchevski Or Litany Stephan Günnemann M. Bronstein GNN 33 79 0 03 Jun 2018
Multi Layered-Parallel Graph Convolutional Network (ML-PGCN) for Disease Prediction Anees Kazi Shadi Albarqouni K. Kortuem Nassir Navab MedIm 19 5 0 28 Apr 2018
Multi-modal Disease Classification in Incomplete Datasets Using Geometric Matrix Completion G. Vivar A. Zwergal Nassir Navab Seyed-Ahmad Ahmadi 19 23 0 30 Mar 2018
Graph Convolutions on Spectral Embeddings: Learning of Cortical Surface Data Karthik Gopinath Christian Desrosiers H. Lombaert 19 4 0 27 Mar 2018
Connectivity-Driven Parcellation Methods for the Human Cerebral Cortex Salim Arslan 21 2 0 17 Feb 2018
A Constrained, Weighted-L1 Minimization Approach for Joint Discovery of Heterogeneous Neural Connectivity Graphs Chandan Singh Beilun Wang Yanjun Qi 18 7 0 13 Sep 2017
Bootstrapping Graph Convolutional Neural Networks for Autism Spectrum Disorder Classification Rushil Anirudh Jayaraman J. Thiagarajan 33 90 0 24 Apr 2017
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks Federico Monti M. Bronstein Xavier Bresson GNN 21 516 0 22 Apr 2017