Sensor-based indicators of performance changes between sessions during robotic surgery training

C Wu, J Cha, J Sulek, CP Sundaram, J Wachs… - Applied ergonomics, 2021 - Elsevier
Training of surgeons is essential for safe and effective use of robotic surgery, yet current
assessment tools for learning progression are limited. The objective of this study was to …

Physiological metrics of surgical difficulty and multi-task requirement during robotic surgery skills

C Lim, JA Barragan, JM Farrow, JP Wachs… - Sensors, 2023 - mdpi.com
Previous studies in robotic-assisted surgery (RAS) have studied cognitive workload by
modulating surgical task difficulty, and many of these studies have relied on self-reported …

Eye-tracking metrics predict perceived workload in robotic surgical skills training

C Wu, J Cha, J Sulek, T Zhou, CP Sundaram… - Human …, 2020 - journals.sagepub.com
Objective The aim of this study is to assess the relationship between eye-tracking measures
and perceived workload in robotic surgical tasks. Background Robotic techniques provide …

Visual behaviour in robotic surgery—Demonstrating the validity of the simulated environment

J Dilley, H Singh, P Pratt, I Omar… - … Journal of Medical …, 2020 - Wiley Online Library
Background Eye metrics provide insight into surgical behaviour allowing differentiation of
performance, however have not been used in robotic surgery. This study explores eye …

Development of performance and learning rate evaluation models in robot-assisted surgery using electroencephalography and eye-tracking

SB Shafiei, S Shadpour, F Sasangohar… - npj Science of …, 2024 - nature.com
The existing performance evaluation methods in robot-assisted surgery (RAS) are mainly
subjective, costly, and affected by shortcomings such as the inconsistency of results and …

From dV-trainer to real robotic console: the limitations of robotic skill training

K Yang, H Zhen, N Hubert, M Perez, XH Wang… - Journal of surgical …, 2017 - Elsevier
Objectives To investigate operators' performance quality, mental stress, and ergonomic
habits through a training curriculum on robotic simulators. Design Forty volunteers without …

Rate of orientation change as a new metric for robot-assisted and open surgical skill evaluation

Y Sharon, AM Jarc, TS Lendvay… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Surgeons' technical skill directly impacts patient outcomes. To date, the angular motion of
the instruments has been largely overlooked in objective skill evaluation. To fill this gap, we …

Surgeons' display reduced mental effort and workload while performing robotically assisted surgical tasks, when compared to conventional laparoscopy

LJ Moore, MR Wilson, JS McGrath, E Waine… - Surgical …, 2015 - Springer
Background Research has demonstrated the benefits of robotic surgery for the patient;
however, research examining the benefits of robotic technology for the surgeon is limited …

Multimodal physiological signals for workload prediction in robot-assisted surgery

T Zhou, JS Cha, G Gonzalez, JP Wachs… - ACM Transactions on …, 2020 - dl.acm.org
Monitoring surgeon workload during robot-assisted surgery can guide allocation of task
demands, adapt system interfaces, and assess the robotic system's usability. Current …

An adaptive human-robotic interaction architecture for augmenting surgery performance using real-time workload sensing—demonstration of a semi-autonomous …

J Yang, JA Barragan, JM Farrow… - Human …, 2024 - journals.sagepub.com
Objective This study developed and evaluated a mental workload-based adaptive
automation (MWL-AA) that monitors surgeon cognitive load and assist during cognitively …