| --- |
| 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. |
|
|
