The what? How? And who? Of video based assessment

CM Pugh, DA Hashimoto, JR Korndorffer Jr - The American Journal of …, 2021 - Elsevier
Background Currently, there is significant variability in the development, implementation and
overarching goals of video review for assessment of surgical performance. Methods This …

Learning theories and principles in surgical education and technical learning

J Tseng - Journal of surgical oncology, 2020 - Wiley Online Library
What is important to think about in surgical education and technical skills training? Technical
skills training is grounded in social cognitive theory and the concepts of modeling and self …

AI-based video segmentation: procedural steps or basic maneuvers?

C Perumalla, LD Kearse, M Peven, S Laufer… - Journal of Surgical …, 2023 - Elsevier
Introduction Video-based review of surgical procedures has proven to be useful in training
by enabling efficiency in the qualitative assessment of surgical skill and intraoperative …

Performance assessment using sensor technology

H Mohamadipanah, B Wise, A Witt… - Journal of surgical …, 2021 - Wiley Online Library
Over the past 30 years, there have been numerous, noteworthy successes in the
development, validation, and implementation of clinical skills assessments. Despite this …

A comparison of expert ratings and marker-less hand tracking along OSATS-derived motion scales

DP Azari, BL Miller, BV Le… - … on Human-Machine …, 2020 - ieeexplore.ieee.org
Objective: This study creates linear and generalized additive models (GAMs) of video-
recorded two-dimensional hand motion (synonymously referred to as hand movements or …

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 …

Real‐time analysis of intraoperative delays and variations in intraoperative workflow with level of experience of the primary surgeon in small animal surgery

A Estrin, JM Rodriguez‐Diaz, GM Hayes - Veterinary Surgery, 2021 - Wiley Online Library
Objective To describe the causes of intraoperative delays and the changes in delays and
surgical workflow with the level of training of the primary surgeon. Study design Prospective …

Sensors and psychomotor metrics: a unique opportunity to close the gap on surgical processes and outcomes

H Mohamadipanah, KH Perrone… - ACS Biomaterials …, 2020 - ACS Publications
The surgical process remains elusive to many. This paper presents two independent
empirical investigations where psychomotor skill metrics were used to quantify elements of …

Screening surgical residents' laparoscopic skills using virtual reality tasks: who needs more time in the sim lab?

H Mohamadipanah, KH Perrone, J Nathwani… - Surgery, 2019 - Elsevier
Background This study investigated the possibility of using virtual reality perceptual-motor
tasks as a screening tool for laparoscopic ability. We hypothesized that perceptual-motor …