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CARE-Agent: A Disease-Agnostic Configurable Adaptive Response Entity for Post-Consultation Patient Follow-Up
CARE-Agent extends the RSMS architecture into the healthcare domain to provide doctor-configurable, post-consultation patient follow-up in settings where clinician capacity is constrained.
Active ResearchStarted: Apr 1, 2026Category: Healthcare AI
Multi-Agent SystemsHealthcare AIVoice AIHuman-in-the-LoopCross-Domain Transfer
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Research Objectives
- •Conduct automated voice-based follow-up after consultations using doctor-defined monitoring plans
- •Collect structured health responses and generate physician-ready summaries for review
- •Escalate concerning cases via tiered routing with real-time emergency handoff
- •Support disease-agnostic operation through doctor configuration instead of hardcoded clinical logic
- •Evaluate impact on adherence, side-effect detection, appointment attendance, and clinician workload
Methodology
The project transfers the supervisor-in-the-loop adaptive memory architecture from RSMS into healthcare with scope tagging that separates patient-specific rules from reusable general rules. It is grounded in the COM-B behavior change framework and applies explicit safety guardrails suitable for high-stakes clinical workflows.