Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

An activating mutation in AGEF-1, a putative Arf GEF, causes yolk extrusion from <i>C. elegans</i> embryos.

microPublication biology·2026
Same author

Case study of monozygotic triplets with identical pineal cysts. Is pineal cyst hereditary condition?

Acta neurochirurgica·2026
Same author

Predictors of Recurrence and Long-Term Outcomes of Intracranial Meningiomas: A Retrospective Multicenter Study from Saudi Arabia.

The Gulf journal of oncology·2026
Same author

Retracted: Diagnostic Discrepancies Between Intraoperative Frozen Section and Permanent Histopathological Diagnosis of Brain Tumors.

Turk patoloji dergisi·2026
Same author

AI assessment of surgical technical skill adaptation across depth levels in simulated tumor resection: a case series study.

Journal of neurosurgery·2026
Same author

Action classification for endoscopic pituitary adenoma resection: a consensus-based study.

International journal of computer assisted radiology and surgery·2026
Same journal

In Support of Collaborative Pediatric Device Innovation.

JAMA surgery·2026
Same journal

Benefits of Surgical Stabilization of Rib Fractures and Delayed Operation.

JAMA surgery·2026
Same journal

Errors in Methods and Supplement 1.

JAMA surgery·2026
Same journal

Lumpectomy Margins and Local Recurrence in DCIS: Results From the NRG Oncology/NSABP B-35 Randomized Clinical Trial.

JAMA surgery·2026
Same journal

A Closer Look at Costs of California Hospital Operating Rooms.

JAMA surgery·2026
Same journal

In Support of Collaborative Pediatric Device Innovation-Reply.

JAMA surgery·2026
See all related articles

Related Experiment Video

Updated: Sep 8, 2025

Author Spotlight: Revolutionizing Remote Surgery with Augmented Reality and Robotics for Enhanced Precision and Accessibility
07:46

Author Spotlight: Revolutionizing Remote Surgery with Augmented Reality and Robotics for Enhanced Precision and Accessibility

Published on: August 9, 2024

844

Artificial Intelligence-Augmented Human Instruction and Surgical Simulation Performance: A Randomized Clinical Trial.

Bianca Giglio1, Abdulmajeed Albeloushi1,2, Ahmad Kh Alhaj1,2

  • 1Neurosurgical Simulation and Artificial Intelligence Learning Centre, Department of Neurology and Neurosurgery, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada.

JAMA Surgery
|August 6, 2025
PubMed
Summary
This summary is machine-generated.

Artificial intelligence-augmented personalized expert instruction significantly improved surgical performance and skill transfer compared to intelligent tutoring alone. This highlights the crucial role of human expertise in AI-driven surgical training.

More Related Videos

Simulator Training for Endovascular Neurosurgery
08:08

Simulator Training for Endovascular Neurosurgery

Published on: May 6, 2020

3.8K
Intra-Operative Behavioral Tasks in Awake Humans Undergoing Deep Brain Stimulation Surgery
12:04

Intra-Operative Behavioral Tasks in Awake Humans Undergoing Deep Brain Stimulation Surgery

Published on: January 6, 2011

13.1K

Related Experiment Videos

Last Updated: Sep 8, 2025

Author Spotlight: Revolutionizing Remote Surgery with Augmented Reality and Robotics for Enhanced Precision and Accessibility
07:46

Author Spotlight: Revolutionizing Remote Surgery with Augmented Reality and Robotics for Enhanced Precision and Accessibility

Published on: August 9, 2024

844
Simulator Training for Endovascular Neurosurgery
08:08

Simulator Training for Endovascular Neurosurgery

Published on: May 6, 2020

3.8K
Intra-Operative Behavioral Tasks in Awake Humans Undergoing Deep Brain Stimulation Surgery
12:04

Intra-Operative Behavioral Tasks in Awake Humans Undergoing Deep Brain Stimulation Surgery

Published on: January 6, 2011

13.1K

Area of Science:

  • Medical Education
  • Artificial Intelligence in Surgery
  • Surgical Simulation

Background:

  • Optimizing artificial intelligence (AI) tutoring systems for surgical training remains an open question.
  • Intelligent Continuous Expertise Monitoring System (ICEMS) is an AI tutoring system with potential for surgical education.

Purpose of the Study:

  • To compare the effects of AI-augmented personalized expert instruction versus intelligent tutoring alone on surgical performance.
  • To evaluate the impact on skill transfer and affective-cognitive responses in surgical trainees.

Main Methods:

  • A single-blinded randomized clinical trial involving 87 medical students without prior VR simulator experience.
  • Trainees received either intelligent tutor instruction (control), expert feedback matching the tutor, or AI data-informed personalized expert feedback.
  • Surgical performance and skill transfer were measured using an AI-calculated composite expertise score; cognitive and emotional demands were assessed via questionnaires.

Main Results:

  • The AI data-informed personalized expert feedback group showed significantly higher surgical performance scores compared to the control group.
  • This group also demonstrated superior performance in metrics like bleeding and injury risk.
  • Significant differences were observed in emotional and cognitive load between the groups.

Conclusions:

  • Personalized expert instruction, informed by AI data, enhances surgical performance and skill transfer.
  • The findings underscore the importance of integrating human expertise with AI for effective surgical training.
  • AI-augmented feedback systems show promise for improving surgical education outcomes.