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 …

Video-based tools for surgical quality assessment of technical skills in laparoscopic procedures: a systematic review

AAJ Grüter, AS Van Lieshout, SE van Oostendorp… - Surgical …, 2023 - Springer
Background Quality of surgery has substantial impact on both short-and long-term clinical
outcomes. This stresses the need for objective surgical quality assessment (SQA) for …

Utilizing machine learning and automated performance metrics to evaluate robot-assisted radical prostatectomy performance and predict outcomes

AJ Hung, J Chen, Z Che, T Nilanon, A Jarc… - Journal of …, 2018 - liebertpub.com
Purpose: Surgical performance is critical for clinical outcomes. We present a novel machine
learning (ML) method of processing automated performance metrics (APMs) to evaluate …

Development and validation of objective performance metrics for robot-assisted radical prostatectomy: a pilot study

AJ Hung, J Chen, A Jarc, D Hatcher, H Djaladat… - The Journal of …, 2018 - Elsevier
Purpose We explore and validate objective surgeon performance metrics using a novel
recorder (“dVLogger”) to directly capture surgeon manipulations on the da Vinci® Surgical …

Experts vs super‐experts: differences in automated performance metrics and clinical outcomes for robot‐assisted radical prostatectomy

AJ Hung, PJ Oh, J Chen, S Ghodoussipour… - BJU …, 2019 - Wiley Online Library
Objectives To evaluate automated performance metrics (APMs) and clinical data of experts
and super‐experts for four cardinal steps of robot‐assisted radical prostatectomy (RARP) …

Use of automated performance metrics to measure surgeon performance during robotic vesicourethral anastomosis and methodical development of a training tutorial

J Chen, PJ Oh, N Cheng, A Shah, J Montez, A Jarc… - The Journal of …, 2018 - Elsevier
Purpose We sought to develop and validate automated performance metrics to measure
surgeon performance of vesicourethral anastomosis during robotic assisted radical …

Current Standards for Training in Robot-assisted Surgery and Endourology: A Systematic Review

G Basile, A Gallioli, P Diana, A Gallagher, A Larcher… - European Urology, 2024 - Elsevier
Background and objective Different training programs have been developed to improve
trainee outcomes in urology. However, evidence on the optimal training methodology is …

Training in robot-assisted surgery

S Puliatti, E Mazzone, P Dell'Oglio - Current Opinion in Urology, 2020 - journals.lww.com
This recent literature analysis suggests that there is an urgent need to develop and validate
new structured training curricula for robotic surgery. This allows to improve the skills of the …

Evaluation of objective tools and artificial intelligence in robotic surgery technical skills assessment: a systematic review

MWE Boal, D Anastasiou, F Tesfai… - British Journal of …, 2024 - academic.oup.com
Background There is a need to standardize training in robotic surgery, including objective
assessment for accreditation. This systematic review aimed to identify objective tools for …

A computer vision technique for automated assessment of surgical performance using surgeons' console-feed videos

A Baghdadi, AA Hussein, Y Ahmed, LA Cavuoto… - International journal of …, 2019 - Springer
Purpose To develop and validate an automated assessment of surgical performance (AASP)
system for objective and computerized assessment of pelvic lymph node dissection (PLND) …