Clinical Risk Prediction AI for Research Teams

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Best for: clinical risk prediction ai

Clinical risk prediction assistant backed by large calculator toolkits.

For translational and clinical research teams: compute and compare patient-level risk signals with calculator-guided workflows in AgentMD.

AgentMD is a clinical decision-support agent that finds and runs medical risk calculators (for example, triage and prognosis scores) from the research literature. It was built from a curated library of more than 2,000 executable clinical calculators and can automatically choose the right one for a patient case, delivering more accurate risk predictions than a general chatbot baseline. It can also aggregate results across many records to support hospital-level quality and risk management analysis.

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Examples

QUESTION

🫁 I have a possible community-acquired pneumonia case. Please: 1) choose the most relevant risk calculator(s), 2) compute each score step by step, 3) explain any disagreement between scores. Case: - Age: 72 - New confusion: No - Blood urea nitrogen: 25 mg/dL - Respiratory rate: 32/min - Blood pressure: 118/70 mmHg - Altered mentation: No - Suspected infection: Yes

EXPECTED ANSWER

Selected tools should include CURB-65 (and may include qSOFA).

REFERENCESCURB-65 derivation studySepsis-3 (qSOFA criteria)

Details

  • License: MIT
  • Citation: Jin et al. (2025). AgentMD: Empowering language agents for risk prediction with large-scale clinical tool learning. Nature Communications, 16, 9377.
  • Models: gpt-5-mini