Agentic Student Management System: Academic Proof-of-Concept for Healthcare AI

Developing and validating an AI-powered student management system as a digital twin for the glaucoma patient management component, enabling risk-free testing of agentic interactions in academic settings before clinical deployment.

Planning PhaseStarted: Jan 15, 2025Category: Education AI

Agentic AIStudent ManagementCross-Domain ValidationAcademic TestingHealthcare Translation

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Research Objectives

•Develop agentic AI system for student engagement and academic support
•Validate cross-domain KPIs translating academic metrics to healthcare outcomes
•Test communication effectiveness and personalization algorithms in low-risk environment
•Generate evidence-based data to support clinical collaboration discussions
•Establish academic-to-clinical AI deployment methodology

Methodology

Creating an academic implementation of agentic patient management principles, using cross-domain KPIs to validate system effectiveness in educational settings before healthcare translation. Testing communication patterns, personalization algorithms, and intervention strategies with students and faculty.

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