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 …

[HTML][HTML] A systematic review on artificial intelligence in robot-assisted surgery

A Moglia, K Georgiou, E Georgiou, RM Satava… - International Journal of …, 2021 - Elsevier
Background Despite the extensive published literature on the significant potential of artificial
intelligence (AI) there are no reports on its efficacy in improving patient safety in robot …

[HTML][HTML] Introducing artificial intelligence training in medical education

K Paranjape, M Schinkel, RN Panday, J Car… - JMIR medical …, 2019 - mededu.jmir.org
Health care is evolving and with it the need to reform medical education. As the practice of
medicine enters the age of artificial intelligence (AI), the use of data to improve clinical …

Accelerating surgical robotics research: A review of 10 years with the da vinci research kit

C D'Ettorre, A Mariani, A Stilli… - IEEE Robotics & …, 2021 - ieeexplore.ieee.org
Robotic-assisted surgery is now well established in clinical practice and has become the
gold-standard clinical treatment option for several clinical indications. The field of robotic …

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 …

Educating future physicians in artificial intelligence (AI): an integrative review and proposed changes

J Grunhut, ATM Wyatt… - Journal of Medical …, 2021 - journals.sagepub.com
BACKGROUND As medicine and the delivery of healthcare enters the age of Artificial
Intelligence (AI), the need for competent human–machine interaction to aid clinical decisions …

Leveraging physiology and artificial intelligence to deliver advancements in health care

A Zhang, Z Wu, E Wu, M Wu, MP Snyder… - Physiological …, 2023 - journals.physiology.org
Artificial intelligence in health care has experienced remarkable innovation and progress in
the last decade. Significant advancements can be attributed to the utilization of artificial …

A review for control theory and condition monitoring on construction robots

H Shi, R Li, X Bai, Y Zhang, L Min… - Journal of Field …, 2023 - Wiley Online Library
The application of robotic technologies in building construction leads to great convenience
and productivity improvement, and construction robots (CRs) bring enormous opportunities …

Video-based surgical skill assessment using 3D convolutional neural networks

I Funke, ST Mees, J Weitz, S Speidel - International journal of computer …, 2019 - Springer
Purpose A profound education of novice surgeons is crucial to ensure that surgical
interventions are effective and safe. One important aspect is the teaching of technical skills …

Human visual explanations mitigate bias in AI-based assessment of surgeon skills

D Kiyasseh, J Laca, TF Haque, M Otiato, BJ Miles… - NPJ Digital …, 2023 - nature.com
Artificial intelligence (AI) systems can now reliably assess surgeon skills through videos of
intraoperative surgical activity. With such systems informing future high-stakes decisions …