Team Idea
PulmoGuard AI is an adaptive AI platform for early COPD deterioration monitoring. It learns each patient's personal baseline and creates a COPD Digital Fingerprint to identify unusual health changes. The system combines available health data, symptoms, cough events, activity, sleep, medication adherence, historical trends, and environmental factors such as AQI and PM2.5. Its Personal Deterioration Index (PDI) measures deviation from the patient's normal pattern, while Explainable AI highlights contributing factors. Missing data is handled without fabrication. The platform is privacy-conscious and offline-first. Disclaimer: This is a research/hackathon prototype, not a medical device or diagnostic system.
Team Members
Anurag Naskar
anuragex1sts
Submission
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