InceptionGCN: Receptive Field Aware Graph Convolutional Network for
Disease Prediction

InceptionGCN: Receptive Field Aware Graph Convolutional Network for Disease Prediction

11 March 2019

Shayan Shekarforoush

Hendrik Burwinkel

Seyed-Ahmad Ahmadi

Shadi Albarqouni

Nassir Navab

Papers citing "InceptionGCN: Receptive Field Aware Graph Convolutional Network for Disease Prediction"

19 / 19 papers shown

Title
PromptGCN: Bridging Subgraph Gaps in Lightweight GCNs Shengwei Ji Yujie Tian Fei Liu Xinlu Li Le Wu GNN 32 0 0 14 Oct 2024
Meta-GCN: A Dynamically Weighted Loss Minimization Method for Dealing with the Data Imbalance in Graph Neural Networks Mahdi Mohammadizadeh Arash Mozhdehi Yani Andrew Ioannou Xin Eric Wang 32 1 0 24 Jun 2024
MM-GTUNets: Unified Multi-Modal Graph Deep Learning for Brain Disorders Prediction Luhui Cai Weiming Zeng Hongyu Chen Hua Zhang Yueyang Li Hongjie Yan Lingbin Bian Lingbin Bian Wai Ting Siok Nizhuan Wang MedIm 47 3 0 20 Jun 2024
Population Graph Cross-Network Node Classification for Autism Detection Across Sample Groups Anna Stephens Francisco Santos Pang-Ning Tan A. Esfahanian 18 1 0 10 Jan 2024
A Comparative Study of Population-Graph Construction Methods and Graph Neural Networks for Brain Age Regression Kyriaki-Margarita Bintsi Tamara T. Mueller Sophie Starck V. Baltatzis A. Hammers Daniel Rueckert 17 2 0 26 Sep 2023
S3M: Scalable Statistical Shape Modeling through Unsupervised Correspondences Lennart Bastian Alexander Bauman Emily Hoppe Vincent Burgin Ha Young Kim Mahdi Saleh Benjamin Busam Nassir Navab 22 8 0 15 Apr 2023
Multi-modal Multi-kernel Graph Learning for Autism Prediction and Biomarker Discovery Junbin Mao Jin Liu Han Lin Hulin Kuang Shirui Pan Yi-Lun Pan Shan Xie Fei Liu Yi Pan 21 1 0 03 Mar 2023
Heterogeneous Graph Learning for Multi-modal Medical Data Analysis Sein Kim Namkyeong Lee Junseok Lee Dongmin Hyun Chanyoung Park 19 24 0 28 Nov 2022
Old can be Gold: Better Gradient Flow can Make Vanilla-GCNs Great Again Ajay Jaiswal Peihao Wang Tianlong Chen Justin F. Rousseau Ying Ding Zhangyang Wang 27 10 0 14 Oct 2022
Unsupervised pre-training of graph transformers on patient population graphs Chantal Pellegrini Nassir Navab Anees Kazi MedIm AI4CE 42 11 0 21 Jul 2022
Improving the Level of Autism Discrimination through GraphRNN Link Prediction Haonan Sun Q. He Shouliang Qi Yudong Yao Yueyang Teng 17 0 0 19 Feb 2022
Heterogeneous Graph-Based Multimodal Brain Network Learning Gen Shi Yifan Zhu Wenjin Liu Quanming Yao Xia Li 21 7 0 16 Oct 2021
Multi-modal Graph Learning for Disease Prediction Shuai Zheng Zhenfeng Zhu Zhizhe Liu Zhenyu Guo Yang Liu Yao Zhao 26 97 0 01 Jul 2021
RA-GCN: Graph Convolutional Network for Disease Prediction Problems with Imbalanced Data Mahsa Ghorbani Anees Kazi M. Baghshah Hamid R. Rabiee Nassir Navab 19 72 0 27 Feb 2021
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 25 115 0 16 Dec 2020
Graph Neural Networks in Recommender Systems: A Survey Shiwen Wu Fei Sun Wentao Zhang Xu Xie Bin Cui GNN 56 1,174 0 04 Nov 2020
Edge-variational Graph Convolutional Networks for Uncertainty-aware Disease Prediction Yongxiang Huang Albert C. S. Chung MedIm 17 60 0 06 Sep 2020
Multi-hop Convolutions on Weighted Graphs Qikui Zhu Bo Du Pingkun Yan 14 15 0 12 Nov 2019
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 267 1,944 0 09 Jun 2018