Developing Surgical Skill Level Classification Model Using Visual Metrics and a Gradient Boosting Algorithm
Objective:. Assessment of surgical skills is crucial for improving training standards and ensuring the quality of primary care. This study aimed to develop a gradient-boosting classification model to classify surgical expertise into inexperienced, competent, and experienced levels in robot-assisted...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wolters Kluwer Health
2023-06-01
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| Series: | Annals of Surgery Open |
| Online Access: | http://journals.lww.com/10.1097/AS9.0000000000000292 |