A vision transformer for decoding surgeon activity from surgical videos

Keyphrases

• Surgeons 100%
• Surgical Video 100%
• Vision Transformer 100%
• Surgical Procedures 40%
• Postoperative Outcomes 40%
• Machine Learning System 40%
• Surgical Activity 40%
• Relative Contribution 20%
• Surgical Skills 20%
• Robotic Surgery 20%
• Intraoperative Factors 20%
• Surgical Steps 20%
• Hospital Operations 20%
• Supervised Contrastive Learning 20%
• Surgical Gesture 20%
• Operational Skills 20%
• Video Frames 20%

Computer Science

• Machine Learning 100%
• Vision Transformer 100%
• Contrastive Learning 50%
• Relative Contribution 50%
• Surgical Action 50%

Medicine and Dentistry

• Surgeon 100%
• Surgical Technique 40%
• Robot-Assisted Surgery 20%
• Gesture 20%
• Contrastive Learning 20%