CancerGuard AI

AI-Powered Cancer Risk Prediction

A HIPAA-aligned healthcare AI platform using an ensemble of XGBoost, LightGBM, Random Forest, and Neural Networks for cancer risk prediction. 69 API endpoints serve 3 role-based portals (Patient, Hospital, Admin) with blood donor geo-matching and smartwatch vital integration.

Technology Stack

React

TypeScript

FastAPI

XGBoost

LightGBM

Neural Nets

Material-UI

Key Highlights

A HIPAA-aligned healthcare AI platform using an ensemble of XGBoost, LightGBM, Random Forest, and Neural Networks for cancer risk prediction.
69 API endpoints serve 3 role-based portals (Patient, Hospital, Admin) with blood donor geo-matching and smartwatch vital integration.

Architecture Overview

Frontend

React

Frontend

TypeScript

Backend

FastAPI

Backend

XGBoost

Data

LightGBM

Data

Neural Nets

Infrastructure

Material-UI

Impact Score

96

out of 100

Innovation98%

Complexity93%

Production Readiness75%

Tech Diversity84%

Quick Info

Status

Beta

CategoryHealthTech

Stars5

Tech Stack7 technologies

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