https://github.com/torkamanilab/cad_meta_prediction

Machine learning pipeline for meta-prediction of coronary artery disease
https://github.com/torkamanilab/cad_meta_prediction

Last synced: about 1 year ago
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Machine learning pipeline for meta-prediction of coronary artery disease

• Host: GitHub
• URL: https://github.com/torkamanilab/cad_meta_prediction
• Owner: TorkamaniLab
• License: mit
• Created: 2023-12-05T20:36:22.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2024-08-21T20:30:45.000Z (almost 2 years ago)
• Last Synced: 2025-01-26T08:17:52.971Z (over 1 year ago)
• Language: Python
• Size: 19.5 KB
• Stars: 1
• Watchers: 7
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# CAD_meta_prediction

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.