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dementia-prediction

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danula-rathnayaka / dementia-prediction

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Predicting dementia risk from non-medical, lifestyle, and social features in the NACC cohort. Uses robust binary classifiers with advanced model stacking for accurate risk predictions. Complete ML workflow with exploratory trials, data processing, model training, and inference.

machine-learning feature-engineering predictive-modeling binary-classification dementia-prediction nacc-dataset
  • Updated Nov 16, 2025
  • Jupyter Notebook

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