Capturing fine-grained details for video-based automation of suturing skills assessment.

Andrew J HungRichard BaoIdris O SunmolaDe-An HuangJessica H NguyenAnima Anandkumar

Published in: International journal of computer assisted radiology and surgery (2022)

This study demonstrated the best performance of automated suturing technical skills assessment to date using advanced CV techniques. Future work will determine if a "human in the loop" is necessary to verify surgeon evaluations.

Keyphrases

endothelial cells
machine learning
air pollution
molecular dynamics
high throughput
transcription factor
medical students
induced pluripotent stem cells
pluripotent stem cells
single cell