Machine learning for technical skill assessment in surgery: a systematic review

K Lam, J Chen, Z Wang, FM Iqbal, A Darzi, B Lo… - NPJ digital …, 2022 - nature.com
Accurate and objective performance assessment is essential for both trainees and certified
surgeons. However, existing methods can be time consuming, labor intensive, and subject …

Objective assessment of surgical technical skill and competency in the operating room

SS Vedula, M Ishii, GD Hager - Annual review of biomedical …, 2017 - annualreviews.org
Training skillful and competent surgeons is critical to ensure high quality of care and to
minimize disparities in access to effective care. Traditional models to train surgeons are …

Video and accelerometer-based motion analysis for automated surgical skills assessment

A Zia, Y Sharma, V Bettadapura, EL Sarin… - International journal of …, 2018 - Springer
Purpose Basic surgical skills of suturing and knot tying are an essential part of medical
training. Having an automated system for surgical skills assessment could help save experts …

[HTML][HTML] Danger points, complications and medico-legal aspects in endoscopic sinus surgery

W Hosemann, C Draf - GMS current topics in otorhinolaryngology …, 2013 - ncbi.nlm.nih.gov
Endoscopic endonasal sinus surgery represents the overall accepted type of surgical
treatment for chronic rhinosinusitis. Notwithstanding raised and still evolving quality …

Eye tracking use in surgical research: a systematic review

AM Gil, S Birdi, T Kishibe, TP Grantcharov - Journal of Surgical Research, 2022 - Elsevier
Introduction Eye tracking (ET) is a popular tool to study what factors affect the visual
behaviour of surgical team members. To our knowledge, there have been no reviews to date …

Artificial intelligence methods and artificial intelligence-enabled metrics for surgical education: a multidisciplinary consensus

SS Vedula, A Ghazi, JW Collins, C Pugh… - Journal of the …, 2022 - journals.lww.com
BACKGROUND: Artificial intelligence (AI) methods and AI-enabled metrics hold tremendous
potential to advance surgical education. Our objective was to generate consensus guidance …

Deep neural networks for the assessment of surgical skills: A systematic review

E Yanik, X Intes, U Kruger, P Yan… - The Journal of …, 2022 - journals.sagepub.com
Surgical training in medical school residency programs has followed the apprenticeship
model. The learning and assessment process is inherently subjective and time-consuming …

Exploring the roles of artificial intelligence in surgical education: a sco** review

E Bilgic, A Gorgy, A Yang, M Cwintal, H Ranjbar… - The American Journal of …, 2022 - Elsevier
Background Technology-enhanced teaching and learning, including Artificial Intelligence
(AI) applications, has started to evolve in surgical education. Hence, the purpose of this …

Eye movements in surgery: A literature review

F Hermens, R Flin, I Ahmed - Journal of Eye movement research, 2013 - bop.unibe.ch
Abstract h recent advances in eye tracking technology, it is now possible to track surgeons'
eye movements while engaged in a surgical task or when surgical residents practice their …

Eye‐tracking in surgery: a systematic review

T Bapna, J Valles, S Leng, M Pacilli… - ANZ Journal of …, 2023 - Wiley Online Library
Background Surgery is constantly evolving with the assistance of rapidly develo** novel
technology. Eye‐tracking devices provide opportunities to monitor the acquisition of surgical …