Clinical applications of artificial intelligence in robotic surgery

JE Knudsen, U Ghaffar, R Ma, AJ Hung - Journal of Robotic Surgery, 2024 - Springer
Artificial intelligence (AI) is revolutionizing nearly every aspect of modern life. In the medical
field, robotic surgery is the sector with some of the most innovative and impactful …

Best Practices in Formative Feedback in Resident Evaluations: A Narrative Review

A VanderStoep, K Constant, SM Kavic - Journal of Surgical Education, 2025 - Elsevier
BACKGROUND Formative feedback is essential for the optimal development of a physician.
The narrative portion of the evaluation is uniquely poised to help guide the resident …

Human AI collaboration for unsupervised categorization of live surgical feedback

R Kocielnik, CH Yang, R Ma, SY Cen, EY Wong… - npj Digital …, 2024 - nature.com
Formative verbal feedback during live surgery is essential for adjusting trainee behavior and
accelerating skill acquisition. Despite its importance, understanding optimal feedback is …

Adoption of routine surgical video recording: a nationwide freedom of information act request across England and Wales

A Yiu, K Lam, C Simister, J Clarke, J Kinross - Eclinicalmedicine, 2024 - thelancet.com
Background Surgical video contains data with significant potential to improve surgical
outcome assessment, quality assurance, education, and research. Current utilisation of …

Ambiguity in robotic surgical instruction: lessons from remote and in-person simulation

R Brian, L Sterponi, A Murillo, D Oh, H Chern… - Advances in Health …, 2025 - Springer
The rise of robotic surgery has been accompanied by numerous educational challenges as
surgeons and trainees learn skills unique to the robotic platform. Remote instruction is a …

Laying the groundwork for optimized surgical feedback

E Shkolyar, C Pugh, JC Liao - JAMA Network Open, 2023 - jamanetwork.com
Wong and colleagues1 report on the development of a classification system for surgical
feedback. This study aimed to quantify intraoperative feedback during live surgical cases to …

Automating Feedback Analysis in Surgical Training: Detection, Categorization, and Assessment

F Nasriddinov, R Kocielnik, A Gupta, C Yang… - arXiv preprint arXiv …, 2024 - arxiv.org
This work introduces the first framework for reconstructing surgical dialogue from
unstructured real-world recordings, which is crucial for characterizing teaching tasks. In …

Randomized Control Trial Evaluating Different Modalities of Real-Time Surgical Feedback

EY Wong, JE Knudsen, R Ma, TN Chu, E Lo… - Current Problems in …, 2025 - Elsevier
Surgical training is an arduous process that requires constructive feedback delivered to
surgical trainees by expert surgeon trainers. Efficient and effective surgical techniques …

[HTML][HTML] Beyond the console: a narrative review of robotic surgical education for urologic trainees

P Khanna, IO Butler, Y Blair - AME Medical Journal, 2025 - amj.amegroups.org
Methods: A PubMed search identified 681 relevant papers on approaches and outcomes of
robotic training programs for trainees based on predefined criteria. After screening, 42 …

[HTML][HTML] Robotic surgical education: a systematic review of strategies trainees and attendings can utilize to optimize skill development

WM Oslock, LD Jeong, V Perim, C Hua… - AME Surgical …, 2024 - asj.amegroups.org
Background: Robotic surgery has rapidly expanded across specialties, creating a challenge
for educators to teach future surgeons an additional modality. Given this, we sought to …