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Healthcare AI · 2021
Heart Disease Prediction in Hospital Management
Academic Capstone · B.E. Computer Engineering
01
Problem
Hospital workflows and clinical risk screening lived in disconnected systems with limited predictive support.
02
Challenge
Integrate an AI heart-disease prediction model into a full Django hospital management system without breaking operational UX.
03
Solution
Built an AI-based prediction module inside a Django HMS covering patients, workflows, and clinical data surfaces.
04
Impact
Showcased end-to-end product thinking—from ML model to production-shaped hospital software. (Pilot metrics editable in CMS.)