{"repo":"hannesill/m4","free":true,"listed":false,"github":"https://github.com/hannesill/m4","clone":"git clone https://github.com/hannesill/m4.git","description":"Give your AI agents clinical database access, research automation, and clinician-reviewed domain knowledge for MIMIC-IV, eICU, and more.","language":"Python","stars":43,"topics":["agents","autonomous-agents","clinical-data","clinical-research","code-execution","mcp"],"license":"MIT","category":"ai-agents","readme_excerpt":"M4: Infrastructure for AI-Assisted Clinical Research Give your AI agents clinical intelligence & access to MIMIC-IV, eICU, and more M4 is infrastructure for AI-assisted clinical research. Initialize MIMIC-IV, eICU, or custom datasets as fast local databases (with optional BigQuery for cloud access). Your AI agents get specialized tools (MCP, Python API) and clinical knowledge (agent skills) to query and analyze them. Usage example – M4 MCP Usage example – Code Execution M4 builds on the M3 project. Please cite their work when using M4! Why M4? Clinical research shouldn't require mastering database schemas. Whether you're screening a hypothesis, characterizing a cohort, or running a multi-step survival analysis—you should be able to describe what you want and get clinically meaningful results. M4 makes this possible by giving AI agents deep clinical knowledge: Understand clinical semantics. LLMs can write SQL, but have a harder time with (dataset-specific) clinical semantics. M4's comprehensive agent skills encode validated clinical concepts—so \"find sepsis patients\" produces clinically correct queries on any supported dataset. Work across modalities. Clinical research with M4 spans structured data, clinical notes, and (soon) waveforms and imaging. M4 dynamically selects tools based on what each dataset contains—query labs in MIMIC-IV, search discharge summaries in MIMIC-IV-Note, all through the same interface. Go beyond chat. Data exploration and simple research questions wor","default_branch":null,"files":null,"tree":[],"storefront":"/r/hannesill","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/hannesill/m4/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}