https://github.com/junayed-hasan/llm-aggregated-ensemble-clinical-outcomes

Implementation of a novel method using aggregated ensembles of large language models to analyze long clinical texts. Addresses input length limitations and data source diversity in clinical outcome prediction. Includes experiments on mortality prediction and length of stay estimation using MIMIC-III data.

clinical-decision-support ensemble-machine-learning large-language-models pytorch text-aggregation text-classification

Last synced: 07 May 2026