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Releases: Sahilbhatane/Health-Predictor---V2

Health Predictor V2

08 May 16:10
@Sahilbhatane Sahilbhatane
v0.2.0-alpha
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Health Predictor V2 Pre-release
Pre-release

AI Health Predictor — Pre-release

This is a pre-release build of the AI Health Predictor stack: a Next.js frontend and a FastAPI backend that expose ML-assisted risk assessments for educational and demonstration use.

Highlights

  • Heart disease, diabetes, Parkinson’s, and common diseases flows with clinical-style inputs
  • FastAPI prediction API with API key auth, Pydantic validation, and OpenAPI docs (/docs, /redoc)
  • Next.js UI with responsive layout, medical disclaimers, and risk/confidence-style presentation
  • BSD 2-Clause licensed project code

What’s in the repo

Area Notes
frontend/ Next.js app — run with npm install / pnpm install and npm run dev
server/ FastAPI app — run with pip install -r requirements.txt and python app.py (see server/README.md)
Datasets/ Training data and serialized models used by the API
ML/ Notebooks for training / experimentation

Try it locally

  1. Backend (server/): set MODEL_API_KEY, install deps, start the server (default http://localhost:8000).
  2. Frontend (frontend/): set NEXT_PUBLIC_API_URL and NEXT_PUBLIC_API_KEY in .env.local, then npm run dev (default http://localhost:3000).

See the root README for full quick start, endpoint table, and security checklist.

Pre-release expectations

  • Not a medical device — outputs are informational; they are not a substitute for professional diagnosis or treatment.
  • Models and data reflect training sets and assumptions; real-world performance and fairness are not validated for clinical use.
  • Default API keys (e.g. documented changeme-style defaults) are for local dev only — rotate keys and tighten CORS before any shared or production deployment.
  • Hardening (HTTPS, rate limiting, monitoring, dependency updates) is recommended before wider exposure; see the README production checklist.

Verification (optional)

  • Backend: cd server && python -m pytest tests/ (and/or python dev.py test-models)
  • Frontend: cd frontend && npm run build && npm run lint

What's Changed

  • Fix React Server Components CVE vulnerabilities by @vercel[bot] in #4
  • Graphs, docs and Testing by @Sahilbhatane in #3
  • Task and issues by @Sahilbhatane in #5
  • Add workflow + script to create missing GitHub issues from TASKS.md by @Copilot in #14
  • Frontend theme redesign: emerald and lime light mode, neutral dark glass, and condition-specific accents by @Sahilbhatane in #32

New Contributors

  • @vercel[bot] made their first contribution in #4
  • @Sahilbhatane made their first contribution in #3
  • @Copilot made their first contribution in #14

Full Changelog: https://github.com/Sahilbhatane/Health-Predictor---V2/commits/v0.2.0-alpha

Install / docs: README

Contributors

vercel and Sahilbhatane
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