A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises

no code implementations • 7 Jun 2023 • Hejie Cui, Jiaying Lu, Shiyu Wang, ran Xu, Wenjing Ma, Shaojun Yu, Yue Yu, Xuan Kan, Chen Ling, Tianfan Fu, Liang Zhao, Joyce Ho, Fei Wang, Carl Yang

This work aims to serve as a valuable resource for understanding the potential and opportunities of HKG in health research.

Knowledge Graphs

R-Mixup: Riemannian Mixup for Biological Networks

no code implementations • 5 Jun 2023 • Xuan Kan, Zimu Li, Hejie Cui, Yue Yu, ran Xu, Shaojun Yu, Zilong Zhang, Ying Guo, Carl Yang

Biological networks are commonly used in biomedical and healthcare domains to effectively model the structure of complex biological systems with interactions linking biological entities.

Data Augmentation