mitmedialab / MDAgentsView external linksLinks
Official implementation for NeurIPS'24 paper: MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
☆235Nov 10, 2024Updated last year
Alternatives and similar repositories for MDAgents
Users that are interested in MDAgents are comparing it to the libraries listed below
Sorting:
- [ACL 2024 Findings] MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning https://arxiv.org/abs/2311.10537☆321May 27, 2024Updated last year
- Learning to Use Medical Tools with Multi-modal Agent☆228Feb 7, 2026Updated last week
- Agent benchmark for medical diagnosis☆276Dec 31, 2024Updated last year
- [ICLR 2025] MedRegA: Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks☆45Oct 18, 2025Updated 3 months ago
- The repository of the ACCV 2024 paper "FG-CXR: A Radiologist-Aligned Gaze Dataset for Enhancing Interpretability in Chest X-Ray Report Ge…☆11Jul 28, 2025Updated 6 months ago
- ☆28Dec 4, 2025Updated 2 months ago
- ☆36Jan 9, 2026Updated last month
- DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models (NeurIPS 2024 D&B Track)☆23Mar 6, 2025Updated 11 months ago
- MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks☆46Oct 5, 2025Updated 4 months ago
- MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning☆74Oct 10, 2025Updated 4 months ago
- [NeurIPS 2024 Datasets and Benchmark Track Oral] MedCalc-Bench: Evaluating Large Language Models for Medical Calculations☆79Dec 18, 2025Updated last month
- [NeurIPS 2024 D&B Track, Spotlight] UltraMedical: Building Specialized Generalists in Biomedicine☆94Sep 26, 2024Updated last year
- [NeurIPS 2025] ClinicalLab: Aligning Agents for Multi-Departmental Clinical Diagnostics in the Real World☆125Aug 18, 2024Updated last year
- [ICML 2025] MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding☆142Jul 17, 2025Updated 6 months ago
- A new collection of medical VQA dataset based on MIMIC-CXR. Part of the work 'EHRXQA: A Multi-Modal Question Answering Dataset for Electr…☆95Feb 6, 2026Updated last week
- HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research☆35Nov 26, 2025Updated 2 months ago
- Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"☆17Jul 20, 2025Updated 6 months ago
- PMC-VQA is a large-scale medical visual question-answering dataset, which contains 227k VQA pairs of 149k images that cover various modal…☆225Dec 6, 2024Updated last year
- The official codes for "Can Modern LLMs Act as Agent Cores in Radiology Environments?"☆28Jan 22, 2025Updated last year
- Medical Hallucination in Foundation Models and Their Impact on Healthcare (2025)☆78Nov 5, 2025Updated 3 months ago
- ☆41Jan 28, 2026Updated 2 weeks ago
- [npj digital medicine] The official codes for "Towards Evaluating and Building Versatile Large Language Models for Medicine"☆76May 5, 2025Updated 9 months ago
- Large Language-and-Vision Assistant for Biomedicine, built towards multimodal GPT-4 level capabilities.☆2,134Jun 4, 2025Updated 8 months ago
- ☆48Feb 26, 2025Updated 11 months ago
- ☆46Nov 12, 2025Updated 3 months ago
- GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AI.☆85Jun 4, 2025Updated 8 months ago
- EMNLP'22 | PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning☆32Jun 8, 2023Updated 2 years ago
- AI Hospital: Interactive Evaluation and Collaboration of LLMs as Intern Doctors for Clinical Diagnosis☆187Sep 13, 2024Updated last year
- Large Language-and-Vision Assistant for BioMedicine, built towards multimodal GPT-4 level capabilities.☆10Nov 29, 2023Updated 2 years ago
- An interpretable large language model (LLM) for medical diagnosis.☆158Sep 12, 2024Updated last year
- [EMNLP'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records☆122Dec 26, 2024Updated last year
- ☆444Aug 23, 2023Updated 2 years ago
- BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks☆702Jul 8, 2025Updated 7 months ago
- MedAgentSim: Self-Evolving Multi-Agent Simulations for Realistic Clinical Interactions, MICCAI 2025 (oral and early accepted)☆125Jan 31, 2026Updated 2 weeks ago
- ☆25Feb 6, 2026Updated last week
- Medical reasoning using large language models☆92Jan 9, 2024Updated 2 years ago
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆41Jun 23, 2024Updated last year
- Official code and dataset for our NAACL 2024 paper: DialogCC: An Automated Pipeline for Creating High-Quality Multi-modal Dialogue Datase…☆13Jun 24, 2024Updated last year
- [ACL 2025] ⚖️ Temporally-aware MLLM for Biomedical Radiology Analysis and Report Generation. Flexible toolkit with MLLM backbone support,…☆27Jan 10, 2026Updated last month