DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models (NeurIPS 2024 D&B Track)
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Mar 6, 2025 - Python
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diagnostic-reasoning
Here are 9 public repositories matching this topic...
Claude Code skill for multi-persona Bayesian diagnostic reasoning using NEJM Clinical Problem-Solving format with likelihood ratios, evidence-based medicine, and medical AI education
bayesian-inference medical-education clinical-decision-support evidence-based-medicine medical-ai likelihood-ratio medical-knowledge-graph clinical-reasoning differential-diagnosis diagnostic-reasoning claude-code nejm bayesian-diagnosis
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Oct 5, 2026 - Python
🔥 让AI像专家一样诊断 | 3种创新方法 | 跨领域通用 | 精美可视化
python machine-learning bayesian-network hvac explainable-ai fault-diagnosis medical-diagnosis causal-reasoning llm diagnostic-reasoning claude-skill
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Feb 27, 2026 - Python
A multi-agent LLM framework for diagnostic, multi-objective calibration of complex simulation models. Pluggable model and LLM layers. Demonstrated on distributed hydrology, designed to generalize.
simulation optimization multi-agent scientific-computing earth-science parameter-estimation multi-objective-optimization model-calibration hydrology inverse-problems ai-agents llm automatic-calibration llm-agents langgraph agentic-ai diagnostic-reasoning
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Oct 23, 2026 - Python
Code and data to reproduce the main analyses and figures in “Hickam’s Dictum: An Analysis of Multiple Diagnoses” (Journal of General Internal Medicine, published October 28, 2024; DOI: 10.1007/s11606-024-09120-y).
reproducible-research stata medical-education clinical-research diagnostic-reasoning hickams-dictum ockhams-razor
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Sep 5, 2026 - Stata
Clinical reasoning likelihood-ratio workflows for LLM diagnostic-reasoning evaluation
python reproducible-research medical-education likelihood-ratios bayesian-reasoning large-language-models clinical-reasoning llm-evaluation diagnostic-reasoning
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Sep 29, 2026 - Python
Computational illustrations of diagnostic underdetermination, fiber reduction, diagnostic gain, and adaptive clinical inquiry.
python healthcare clinical-reasoning diagnostic-reasoning medical-anthropology philosophy-of-medicine diagnostic-uncertainty narrative-medicine
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Jun 8, 2026 - Python
DEIC research prototype for hidden-state inference, source reliability, diagnostic querying, and adaptive recovery.
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Jun 14, 2026 - Python
Code and frozen research artifacts for “Large language models generate diagnostic likelihood ratios with low mean bias but wide dispersion” (Scientific Reports, 2026).
reproducible-research calibration scientific-reports likelihood-ratios medical-ai bayesian-reasoning large-language-models diagnostic-accuracy diagnostic-reasoning
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Aug 21, 2026 - Python
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