. How does this project align with "Tech Cares"? Health Track: We address the shortage of medical specialists by providing an AI Diagnostic Analyst. It doesn't replace doctors but empowers them and patients with structured insights, especially in underserved communities where access to immediate consultation is limited. Education Track: Our Med-Tech Academy bridges the gap between Computer Science and Medicine. It educates hackers on how AI (Radiology, NLP, Privacy) is actually applied in the field, fulfilling the RoseHack mission of advocacy and skill-building.
- Intersection of CS and Medicine The project demonstrates Natural Language Processing (NLP) via Gemini 3 Pro to interpret unstructured patient symptoms and medical history. The Academy focuses on Data Privacy (Federated Learning) and Radiology Analysis, which are the two most critical technical frontiers in healthcare today.
- Innovation & Technical Implementation Persistence: We implemented a localStorage system that mimics a lightweight Electronic Health Record (EHR). It saves drafts automatically (preventing data loss) and maintains a local history of records. Generative AI: We use the latest Gemini 3 models for high-reasoning clinical analysis, providing not just a diagnosis but educational context and "Physician Questions" to empower the patient.
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