Clustering of Disease Trajectories with Explainable Machine Learning: A Case Study on Postoperative Delirium Phenotypes.
Xiaochen ZhengManuel SchürchXingyu ChenMaria Angeliki KomninouReto SchüpbachAhmed AllamJan BartussekMichael KrauthammerPublished in: CoRR (2024)
Keyphrases
- machine learning
- clustering algorithm
- k means
- learning algorithm
- unsupervised learning
- clustering method
- support vector machine
- hierarchical clustering
- information extraction
- supervised classification
- decision trees
- feature selection
- complex diseases
- spectral clustering
- data clustering
- microarray data
- cluster analysis
- data mining
- computer assisted
- text classification
- text mining
- natural language processing
- moving objects
- machine learning algorithms
- model selection
- knowledge discovery
- ct scans
- receiver operating characteristic
- single nucleotide polymorphisms
- computer vision