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falls-prevention

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DanteTrb / causal-LEDD-falls

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Analysis of Parkinson’s patients to explore how dopaminergic medication dose (LEDD) affects gait and fall risk. Combining causal inference (IPTW) with machine learning (XGBoost, logistic models), we reveal that high LEDD improves some gait metrics but increases fall risk, highlighting a clinical trade-off.

machine-learning iptw xgboost parkinsons-disease gait-analysis dopamine imu-sensor falls falls-prevention levodopa
  • Updated Aug 29, 2025
  • Jupyter Notebook

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