Ontology highlight
ABSTRACT:
SUBMITTER: Lavanchy JL
PROVIDER: S-EPMC7933408 | biostudies-literature | 2021 Mar
REPOSITORIES: biostudies-literature
Lavanchy Joël L JL Zindel Joel J Kirtac Kadir K Twick Isabell I Hosgor Enes E Candinas Daniel D Beldi Guido G
Scientific reports 20210304 1
Surgical skills are associated with clinical outcomes. To improve surgical skills and thereby reduce adverse outcomes, continuous surgical training and feedback is required. Currently, assessment of surgical skills is a manual and time-consuming process which is prone to subjective interpretation. This study aims to automate surgical skill assessment in laparoscopic cholecystectomy videos using machine learning algorithms. To address this, a three-stage machine learning method is proposed: first ...[more]