https://github.com/wenbosheng/vte-modeling-at-admission

https://github.com/wenbosheng/vte-modeling-at-admission

Last synced: about 2 months ago
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• Host: GitHub
• URL: https://github.com/wenbosheng/vte-modeling-at-admission
• Owner: WenboSheng
• Created: 2023-07-17T15:04:07.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-07-18T05:45:57.000Z (over 1 year ago)
• Last Synced: 2023-08-10T09:27:22.164Z (over 1 year ago)
• Language: Jupyter Notebook
• Size: 377 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# vte-modeling-at-admission

Demo codes for the paper `Development and validation of machine learning models for venous thromboembolism risk assessment at admission: a retrospective study`

- `model_training.ipynb`: Model training, including hyper-parameter tuning, feature selection, and calibration, etc.

- `model_evaluation.ipynb`: Model evaluation, figures and tables in the paper.