Heterogeneous Graph Learning for Multi-modal Medical Data Analysis

Heterogeneous Graph Learning for Multi-modal Medical Data Analysis

28 November 2022

Papers citing "Heterogeneous Graph Learning for Multi-modal Medical Data Analysis"

13 / 13 papers shown

Title
Representation Learning with Mutual Influence of Modalities for Node Classification in Multi-Modal Heterogeneous Networks Jiafan Li Jiaqi Zhu Liang Chang Yilin Li Miaomiao Li Yang Wang H. Wang 31 0 0 12 May 2025
HoloDx: Knowledge- and Data-Driven Multimodal Diagnosis of Alzheimer's Disease Qiuhui Chen Jintao Wang Gang Wang Yi Hong 52 0 0 27 Apr 2025
GAMMA-PD: Graph-based Analysis of Multi-Modal Motor Impairment Assessments in Parkinson's Disease Favour Nerrise Alice Louise Heiman Ehsan Adeli 26 0 0 01 Oct 2024
GTP-4o: Modality-prompted Heterogeneous Graph Learning for Omni-modal Biomedical Representation Chenxin Li Xinyu Liu Cheng Wang Yifan Liu Weihao Yu Jing Shao Yixuan Yuan 40 13 0 08 Jul 2024
Multimodal Data Integration for Precision Oncology: Challenges and Future Directions Huajun Zhou Fengtao Zhou Chenyu Zhao Yingxue Xu Luyang Luo Hao Chen 32 5 0 28 Jun 2024
FOAA: Flattened Outer Arithmetic Attention For Multimodal Tumor Classification Omnia Alwazzan Ioannis Patras Gregory G. Slabaugh 24 3 0 10 Mar 2024
Learning on Multimodal Graphs: A Survey Ciyuan Peng Jiayuan He Feng Xia 30 6 0 07 Feb 2024
Uncertainty-Aware Hardware Trojan Detection Using Multimodal Deep Learning Rahul Vishwakarma Amin Rezaei 45 2 0 15 Jan 2024
AliFuse: Aligning and Fusing Multi-modal Medical Data for Computer-Aided Diagnosis Qiuhui Chen Yi Hong MedIm 20 1 0 02 Jan 2024
Compact & Capable: Harnessing Graph Neural Networks and Edge Convolution for Medical Image Classification Aryan Singh Pepijn Van de Ven Ciarán Eising Patrick Denny GNN 19 2 0 24 Jul 2023
Task-Equivariant Graph Few-shot Learning Sungwon Kim Junseok Lee Namkyeong Lee Wonjoon Kim Seung-Deok Choi Chanyoung Park 24 6 0 30 May 2023
Augmentation-Free Self-Supervised Learning on Graphs Namkyeong Lee Junseok Lee Chanyoung Park 62 203 0 05 Dec 2021
HDMI: High-order Deep Multiplex Infomax Baoyu Jing Chanyoung Park Hanghang Tong 98 164 0 15 Feb 2021