Multiple Disease Prediction Platform

Fast screening for multiple disease risk patterns.

Enter core patient metrics, generate explainable risk scores, and get Gemini-assisted follow-up guidance without exposing sensitive API access to the frontend.

Inputs

6 health metrics

Conditions

5 supported conditions

Boundary

Risk prediction only

Explainable scoring

Clear rule-based scoring turns six health inputs into structured multi-disease risk estimates.

Server-only AI

Gemini runs in secure route handlers so the API key stays on the server and the UI still gets clear guidance.

Patient-friendly results

Risk badges, progress bars, disclaimers, and chat support keep the experience readable and practical.

Prediction input
5 diseases

Health metrics form

Enter the current patient readings to generate multi-disease risk estimates.

Years
mg/dL
kg/m²
mmHg
mg/dL
bpm

Results will appear here

Submit the form to see structured risk scores, badge-based severity levels, progress bars, and a Gemini-powered explanation with precautions and medical guidance.

Health chat

Gemini assistant

Ask follow-up questions about your readings, the prediction output, or general next steps. The conversation stays server-side.

General guidance
Assistant

Ask about your readings, the risk summary, precautions, or when a doctor visit makes sense. I can explain the screening, but I do not diagnose disease.

Educational guidance only. For emergencies or severe symptoms, contact emergency services immediately.