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scdss

Stroke is a leading cause of mortality and disability worldwide, with a significant burden in low resource healthcare settings. Limited access to advanced diagnostic equipment in many primary healthcare centers can delay timely identification and intervention.

This project presents an offline Clinical Decision Support System (CDSS) for stroke risk prediction using structured patient data. The system leverages machine learning models trained on publicly available datasets to assist healthcare practitioners in identifying high-risk cases.

Data source

  • Hugging face
  • Kaggle

Reproduce this project

First clone the repo

git clone https://github.com/Laplace0xx/scdss.git
cd scdss

Install dependencies

uv sync

Run the application

uv run python src/ui/main.py

License

This project is licensed under the Apache License

About

Implementation of my final year thesis - clinical decision support system for stroke diagnosis

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