A survey on graph embedding techniques for biomedical data: Methods and applications

Yaozu Wu, Yankai Chen, Zhishuai Yin, Weiping Ding, Irwin King

Abstract: Highlights•Biomedical graphs can easily describe complex biomedical systems.•Graph embedding methods map nodes into low-dimensional spaces.•Embeddings preserve the structural properties of different types of graphs.•Embeddings introduce enormous opportunities for biomedical data science.