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1. HealthFlow HealthFlow Public

   [npj Digital Medicine 2026] HealthFlow: Automating electronic health record analysis via a strategically self-evolving multi-agent framework

   Python 48 4

2. MedAgentBoard MedAgentBoard Public

   [NeurIPS 2025] MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks

   Python 62 3

3. ehr-llm-benchmark ehr-llm-benchmark Public

   [npj Digital Medicine 2026] ClinicRealm: Re-evaluating Large Language Models with Conventional Machine Learning for Non-Generative Clinical Prediction Tasks

   Python 14 2

4. MedX-PKU/GestaCare MedX-PKU/GestaCare Public

   [npj Digital Medicine 2026] Dynamic prediction of preterm birth and gestational age at delivery based on longitudinal electronic health records

   Python

5. MedX-PKU/OneEHR MedX-PKU/OneEHR Public

   [KDD 2026] An all-in-one EHR predictive modeling and analysis library in Python

   Python 7

6. pyehr pyehr Public

   [Cell Patterns 2024] A comprehensive benchmark for COVID-19 predictive modeling using electronic health records in intensive care

   Python 32 3