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gersteinlab avatar

gersteinlab/medagents-benchmark

0
View on GitHub↗
81 stars·9 forks·Jupyter Notebook·MIT·13 viewsarxiv.org/abs/2503.07459↗

Medagents Benchmark

MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning

Features

  • Clinical Decision Support - Benchmarks agent frameworks for complex medical reasoning tasks.
  • Healthcare Agent Benchmarks - Evaluating thinking models and frameworks for complex medical reasoning.

Star history

Star history chart for gersteinlab/medagents-benchmarkStar history chart for gersteinlab/medagents-benchmark

How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.

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Projects sharing features with Medagents Benchmark

These projects share indexed features with Medagents Benchmark. Shared tags can include platform or build tooling; verify the primary use case before treating a result as a replacement.
  • stanfordmlgroup/medagentbenchstanfordmlgroup avatar

    stanfordmlgroup/MedAgentBench

    289View on GitHub↗

    This repository contains implementation of MedAgentBench, and it is built on top of AgentBench. Please note that this code repo is intended for research purpose, and might not be suitable for large-scale production.

    Python
    View on GitHub↗289
  • scir-hi/huatuo-llama-med-chineseSCIR-HI avatar

    SCIR-HI/Huatuo-Llama-Med-Chinese

    4,971View on GitHub↗

    Huatuo-Llama-Med-Chinese is a medical large language model specialized in processing and generating natural language text in Chinese. It is an instruction-tuned system designed to answer professional healthcare questions by leveraging a dedicated medical knowledge base. The model integrates structured medical literature and knowledge graphs to ensure clinical accuracy during response generation. It employs knowledge-graph augmented inference to combine structured entity relationships with neural network outputs. The system is developed through domain-specific weight adaptation, cross-lingual

    Pythonaidoctorbloomchinese
    View on GitHub↗4,971
  • openemr/openemropenemr avatar

    openemr/openemr

    4,691View on GitHub↗

    OpenEMR is an open-source electronic health record (EHR) system that also functions as a medical practice management platform and a patient portal, all integrated with standards-based health data exchange. It stores and manages patient health records, handles clinical workflows, supports scheduling and billing, and provides patients with secure self-service access to their information. Interoperability is built in via FHIR and C-CDA for exchanging records with external systems and Direct protocol for encrypted provider messaging. The system is designed to be extensible, with a modular plugin

    PHPehremrfhir
    View on GitHub↗4,691
  • k-dense-ai/scientific-agent-skillsK-Dense-AI avatar

    K-Dense-AI/scientific-agent-skills

    29,380View on GitHub↗

    This project is a collection of specialized toolkits and an agent skill library designed to equip large language model agents with the capabilities to perform complex scientific research across biology, chemistry, medicine, and physics. It provides a structured framework of integration paths and tools that allow agents to execute multi-step research workflows. The system is distinguished by its domain-specific toolsets, including a bioinformatics toolkit for genomic and single-cell analysis, a cheminformatics toolset for drug-target binding and lead compound optimization, and a multi-omics an

    Python
    View on GitHub↗29,380
Compare all 28 related projects→

Frequently asked questions

What does gersteinlab/medagents-benchmark do?

MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning

What are the main features of gersteinlab/medagents-benchmark?

The main features of gersteinlab/medagents-benchmark are: Clinical Decision Support, Healthcare Agent Benchmarks.

Which projects share features with gersteinlab/medagents-benchmark?

Projects with overlapping indexed features include: stanfordmlgroup/medagentbench — This repository contains implementation of MedAgentBench, and it is built on top of AgentBench. Please note that this… openemr/openemr — OpenEMR is an open-source electronic health record (EHR) system that also functions as a medical practice management… scir-hi/huatuo-llama-med-chinese — Huatuo-Llama-Med-Chinese is a medical large language model specialized in processing and generating natural language… k-dense-ai/scientific-agent-skills — This project is a collection of specialized toolkits and an agent skill library designed to equip large language model… bowang-lab/medrax — MedRAX: Medical Reasoning Agent for Chest X-ray - ICML 2025. aq-medai/medresearcher-r1 — |🤗 HuggingFace Model | 📄 arXiv | 🌐 中文 |.