MultiDx integrates evidence from web search, SOAP cases, and clinical databases in a two-stage process to improve LLM diagnostic reasoning and alignment with clinical trajectories.
Meddxagent: A unified modular agent frame- work for explainable automatic differential diagnosis
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Infherno deploys LLM agents with code execution and terminology tools to synthesize FHIR resources from unstructured clinical notes, matching human baseline performance on synthetic and real datasets.
A survey consolidating benchmarks, agent frameworks, real-world applications, and protocols for LLM-based autonomous agents into a proposed taxonomy with recommendations for future research.
citing papers explorer
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MultiDx: A Multi-Source Knowledge Integration Framework towards Diagnostic Reasoning
MultiDx integrates evidence from web search, SOAP cases, and clinical databases in a two-stage process to improve LLM diagnostic reasoning and alignment with clinical trajectories.
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Infherno: End-to-end Agent-based FHIR Resource Synthesis from Free-form Clinical Notes
Infherno deploys LLM agents with code execution and terminology tools to synthesize FHIR resources from unstructured clinical notes, matching human baseline performance on synthetic and real datasets.
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From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review
A survey consolidating benchmarks, agent frameworks, real-world applications, and protocols for LLM-based autonomous agents into a proposed taxonomy with recommendations for future research.