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This project combines IoT inhaler data with Barcelona air quality metrics (Open Data BCN) to forecast asthma exacerbation risk. The solution includes a GEMA 5.0-compliant Tableau dashboard for real-time risk visualization.

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ivanseldas/Asthma-Risk-Prediction-Real-Time-BCN

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Asthma-Risk-Prediction-Real-Time-BCN

1583156989423

Predict asthma exacerbation risk using inhaler telemetry + Barcelona air quality (Open Data BCN).
Tableau Dashboard

🚀 Features

  • XGBoost model (MAE: 0.53 puffs)
  • Time-series validation
  • GEMA guideline alignment
  • Tableau dashboard (risk hotspots)

Dashboard

🛠️ Stack

Python XGBoost Pandas Scikit-learn Joblib Tableau

⚙️ Installation

git clone https://github.com/yourusername/asthma-risk-prediction  
pip install -r requirements.txt  

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This project combines IoT inhaler data with Barcelona air quality metrics (Open Data BCN) to forecast asthma exacerbation risk. The solution includes a GEMA 5.0-compliant Tableau dashboard for real-time risk visualization.

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