AINeutralarXiv – CS AI · 6h ago6/10
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MedRLM: Recursive Multimodal Health Intelligence for Long-Context Clinical Reasoning, Sensor-Guided Screening, Evidence-Grounded Decision Support, and Community-to-Tertiary Referral Optimization
MedRLM is a new AI framework designed to improve clinical decision support by recursively analyzing heterogeneous patient data across EHR records, medical images, sensor streams, and clinical guidelines. The system uses specialized agents and an evidence graph memory to coordinate reasoning tasks and trigger deeper analysis when abnormal physiological patterns are detected, moving beyond single-step medical AI systems toward more auditable, workflow-integrated clinical tools.