Group competition mechanism in surgical robot training: a randomized controlled trial

Based on task-reporting strategies guided by peer evaluation, the group competition mechanism is a novel and effective model for improving robot simulator training. This method holds promise as an effective tool for the surgical education of practicing surgeons and clinical medical students.

Authors

Institutions

Publication Details

Journal
BMC Medical Education
Published
2025-10-24
DOI
https://doi.org/10.1186/s12909-025-08080-z
Primary Topic
Surgical Simulation and Training
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Group competition mechanism in surgical robot training: a randomized controlled trial

Jonathan Lio, Xingyuan Xiao, Kun Yang, Bin Luo et al.
BMC Medical Education
Surgical Simulation and Training
article

Group competition mechanism in surgical robot training: a randomized controlled trial

Jonathan Lio, Xingyuan Xiao, Kun Yang, Bin Luo, Huiqin Zhou, Liyuan Huang, Yugui Du
article en

Abstract

Based on task-reporting strategies guided by peer evaluation, the group competition mechanism is a novel and effective model for improving robot simulator training. This method holds promise as an effective tool for the surgical education of practicing surgeons and clinical medical students.

BMC Medical EducationVol. 25(1)
Kunming Medical University (CN), Wuhan University (CN), University of Chicago (US), State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing (CN), First Affiliated Hospital of Kunming Medical University (CN), Zhongnan Hospital of Wuhan University (CN)
Openalex Percentile: Top 52%
Surgical Simulation and Training
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Group competition mechanism in surgical robot training: a randomized controlled trial — Jonathan Lio, Xingyuan Xiao, et al. · BMC Medical Education (2025) | TGRS Research Map | TGRS