Patient Clustering for Vital Organ Failure Using ICD Code With Graph Attention.
Zhangdaihong LiuYing HuXuan WuGert MertesYang YangDavid A. CliftonPublished in: IEEE Trans. Biomed. Eng. (2023)
Keyphrases
- graph clustering
- graph theoretic
- clustering method
- clustering algorithm
- k means
- graph representation
- medical records
- graph partitioning
- graph model
- graph construction
- graph structure
- hierarchical clustering
- information theoretic
- self organizing maps
- cluster structure
- graph matching
- liver disease
- clinical data
- directed acyclic graph
- directed graph
- graph theory
- cluster analysis
- source code
- patient records
- free text
- inter patient
- normalized cut
- data clustering
- unsupervised learning
- random walk
- medical images
- semi supervised
- pairwise
- image segmentation