---
title: Brain Stroke Detection API
emoji: 🧠
colorFrom: blue
colorTo: red
sdk: docker
app_port: 7860
pinned: false
---

# Brain Stroke Detection API (CT + Clinical Data)

This is a FastAPI application for detecting brain strokes using a combination of:
1. **Deep Learning (DenseNet121)** for CT Image analysis.
2. **Machine Learning (Logistic Regression)** for Structured Clinical Data.

## Endpoints
- `POST /stroke-predict-struct`: Predict stroke based on clinical data (age, glucose, etc.).
- `POST /stroke-predict-image`: Predict stroke based on MRI/CT images.

## Deployment
Deployed on Hugging Face Spaces using Docker.