Patient Phenotyping

Patient Phenotyping is a critical task in the healthcare field that aims to categorize patients into specific phenotypic groups by analyzing their clinical data. This task utilizes APACHE II and IV labels to classify patients' diagnostic conditions 24 hours after admission, supporting clinical decision-making, disease management, and resource allocation. Accurate patient phenotyping can improve diagnostic efficiency, optimize medical resource allocation, and enhance patient outcomes.