Objective and automated assessment of surgical technical skills with IoT systems: A systematic literature review
P Castillo-Segura, C Fernández-Panadero… - Artificial Intelligence in …, 2021 - Elsevier
The assessment of surgical technical skills to be acquired by novice surgeons has been
traditionally done by an expert surgeon and is therefore of a subjective nature. Nevertheless …
traditionally done by an expert surgeon and is therefore of a subjective nature. Nevertheless …
Enhancing surgical performance in cardiothoracic surgery with innovations from computer vision and artificial intelligence: a narrative review
When technical requirements are high, and patient outcomes are critical, opportunities for
monitoring and improving surgical skills via objective motion analysis feedback may be …
monitoring and improving surgical skills via objective motion analysis feedback may be …
Video-based fully automatic assessment of open surgery suturing skills
Purpose The goal of this study was to develop a new reliable open surgery suturing
simulation system for training medical students in situations where resources are limited or …
simulation system for training medical students in situations where resources are limited or …
Using open surgery simulation kinematic data for tool and gesture recognition
Purpose The use of motion sensors is emerging as a means for measuring surgical
performance. Motion sensors are typically used for calculating performance metrics and …
performance. Motion sensors are typically used for calculating performance metrics and …
Rescuing the clinical breast examination: advances in classifying technique and assessing physician competency
S Laufer, ALD D'Angelo, C Kwan, RD Ray… - Annals of …, 2017 - journals.lww.com
Objective: Develop new performance evaluation standards for the clinical breast
examination (CBE). Summary Background Data: There are several, technical aspects of a …
examination (CBE). Summary Background Data: There are several, technical aspects of a …
Quantifying surgeon maneuevers across experience levels through marker-less hand motion kinematics of simulated surgical tasks
DP Azari, BL Miller, BV Le, CC Greenberg… - Applied Ergonomics, 2020 - Elsevier
This paper compares clinician hand motion for common suturing tasks across a range of
experience levels and tissue types. Medical students (32), residents (41), attending …
experience levels and tissue types. Medical students (32), residents (41), attending …
Automatic assessment of performance in the FLS trainer using computer vision
A Lazar, G Sroka, S Laufer - Surgical Endoscopy, 2023 - Springer
Abstract Background Fundamentals of Laparoscopic Surgery (FLS) box trainer is a well-
accepted method for training and evaluating laparoscopic skills. It mandates an observer …
accepted method for training and evaluating laparoscopic skills. It mandates an observer …
Modern metrics for evaluating surgical technical skills
S Shackelford, M Bowyer - Current Surgery Reports, 2017 - Springer
Purpose of review Assessment of surgical technical skills has traditionally occurred through
informal means using sporadic and subjective feedback. Recent trends in patient safety …
informal means using sporadic and subjective feedback. Recent trends in patient safety …
Combining metrics from clinical simulators and sensorimotor tasks can reveal the training background of surgeons
FC Huang, H Mohamadipanah… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Background: Skill assessment in surgery traditionally has relied on the expert observation
and qualitative scoring. Our novel study design demonstrates how analysis of performance …
and qualitative scoring. Our novel study design demonstrates how analysis of performance …
Translating motion tracking data into resident feedback: An opportunity for streamlined video coaching
KH Perrone, S Yang, H Mohamadipanah… - The American Journal of …, 2020 - Elsevier
Background We hypothesized that differences in motion data during a simulated
laparoscopic ventral hernia repair (LVH) can be used to stratify top and lower tier performers …
laparoscopic ventral hernia repair (LVH) can be used to stratify top and lower tier performers …