README.md

metadata

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.