CAD Meta-Prediction is a machine learning pipeline for the meta-prediction of coronary artery disease (CAD), focusing on assessing the 10-year risk. It integrates clinical, genetic, and lifestyle data, employing advanced algorithms for accurate risk prediction. The project features a risk stratification system, model interpretability, comprehensive validation, and a user-friendly interface. It serves as a valuable tool for researchers and clinicians in understanding and managing CAD risk.
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Machine learning pipeline for meta-prediction of coronary artery disease
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TorkamaniLab/CAD_meta_prediction
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Machine learning pipeline for meta-prediction of coronary artery disease
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