A novel method leveraging time series data to improve subphenotyping and application in critically ill patients with COVID-19.
Wonsuk OhPushkala JayaramanPranai TandonUdit S. ChaddhaPatricia H. KovatchAlexander W. CharneyBenjamin S. GlicksbergGirish N. NadkarniPublished in: Artif. Intell. Medicine (2024)
Keyphrases
- detection method
- high precision
- clustering method
- dynamic programming
- synthetic data
- computational complexity
- theoretical analysis
- cost function
- high accuracy
- support vector machine
- model selection
- input data
- mutual information
- data mining
- significant improvement
- image retrieval
- data analysis
- objective function
- genetic algorithm