Total extraperitoneal (TEP) versus laparoscopic transabdominal preperitoneal (TAPP) hernioplasty: systematic review and trial sequential analysis of randomized …

A Aiolfi, M Cavalli, S Del Ferraro, L Manfredini… - Hernia, 2021 - Springer
Purpose To examine the updated evidence on safety, effectiveness, and outcomes of the
totally extraperitoneal (TEP) versus the laparoscopic transabdominal preperitoneal (TAPP) …

Technical skill assessment in minimally invasive surgery using artificial intelligence: a systematic review

R Pedrett, P Mascagni, G Beldi, N Padoy… - Surgical endoscopy, 2023 - Springer
Background Technical skill assessment in surgery relies on expert opinion. Therefore, it is
time-consuming, costly, and often lacks objectivity. Analysis of intraoperative data by artificial …

Effect of artificial intelligence tutoring vs expert instruction on learning simulated surgical skills among medical students: a randomized clinical trial

AM Fazlollahi, M Bakhaidar, A Alsayegh… - JAMA network …, 2022 - jamanetwork.com
Importance To better understand the emerging role of artificial intelligence (AI) in surgical
training, efficacy of AI tutoring systems, such as the Virtual Operative Assistant (VOA), must …

Automation of surgical skill assessment using a three-stage machine learning algorithm

JL Lavanchy, J Zindel, K Kirtac, I Twick, E Hosgor… - Scientific reports, 2021 - nature.com
Surgical skills are associated with clinical outcomes. To improve surgical skills and thereby
reduce adverse outcomes, continuous surgical training and feedback is required. Currently …

A multi-institutional study using artificial intelligence to provide reliable and fair feedback to surgeons

D Kiyasseh, J Laca, TF Haque, BJ Miles… - Communications …, 2023 - nature.com
Background Surgeons who receive reliable feedback on their performance quickly master
the skills necessary for surgery. Such performance-based feedback can be provided by a …

[HTML][HTML] Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the heichole benchmark

M Wagner, BP Müller-Stich, A Kisilenko, D Tran… - Medical image …, 2023 - Elsevier
Purpose Surgical workflow and skill analysis are key technologies for the next generation of
cognitive surgical assistance systems. These systems could increase the safety of the …

A novel high accuracy model for automatic surgical workflow recognition using artificial intelligence in laparoscopic totally extraperitoneal inguinal hernia repair (TEP)

M Ortenzi, J Rapoport Ferman, A Antolin, O Bar… - Surgical …, 2023 - Springer
Introduction Artificial intelligence and computer vision are revolutionizing the way we
perceive video analysis in minimally invasive surgery. This emerging technology has …

Association between surgical technical skill and long-term survival for colon cancer

BC Brajcich, JJ Stulberg, BE Palis, JW Chung… - JAMA …, 2021 - jamanetwork.com
Methods| Surgeons were recruited from the Illinois Surgical Quality Improvement
Collaborative in 2016 for a video-based technical skills assessment program. 4 Each …

Association of surgical resident competency ratings with patient outcomes

DE Kendrick, AE Thelen, X Chen, T Gupta… - Academic …, 2023 - journals.lww.com
Purpose Accurate assessment of clinical performance is essential to ensure graduating
residents are competent for unsupervised practice. The Accreditation Council for Graduate …

Automatic surgical skill assessment system based on concordance of standardized surgical field development using artificial intelligence

T Igaki, D Kitaguchi, H Matsuzaki, K Nakajima… - JAMA …, 2023 - jamanetwork.com
Importance Automatic surgical skill assessment with artificial intelligence (AI) is more
objective than manual video review–based skill assessment and can reduce human burden …