Assessment of Automated Identification of Phases in Videos of Total Hip Arthroplasty Using Deep Learning Techniques.

Yang-Jae Kang Shin June Kim Sung-Hyo Seo Sang Yeob Lee Hyeon Su Kim Jun Il Yoo

Published in: Clinics in orthopedic surgery (2024)

Scene annotation for the instrument and phases in THA using deep learning techniques may provide potentially useful tools for subsequent documentation, assessment of skills, and feedback.

Keyphrases

deep learning
total hip arthroplasty
artificial intelligence
machine learning
convolutional neural network
electronic health record
high throughput
patient reported outcomes
medical students