Design of a Wearable System to Capture Physiological Data to Monitor Surgeons’ Stress During Surgery

Jia, Neil Zixun; Mejorado, David; Poullados, Spyros; Bae, Hyemin; Traverso, Giovanni; Dias, Roger D.; Hanumara, Nevan C.

doi:10.1109/embc44109.2020.9176180

Cited by 4 publications

(3 citation statements)

References 16 publications

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“…Of those, 589 were excluded after title and abstract screening was applied, leaving a total of 84 articles. Out of those, 14 were excluded for not being related to minimally invasive surgical (MIS) areas [34][35][36][37][38][39][40][41][42][43][44][45][46][47], and 8 for not being related to stress [48][49][50][51][52][53][54][55], and one article did not pass the Cochrane Bias test [56] and was excluded [57]. Results are described in Table S2 (Additional file 2).…”

Section: Resultsmentioning

confidence: 99%

Stress in surgical educational environments: a systematic review

et al. 2022

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Background The effects of stress on surgical residents and how stress management training can prepare residents to effectively manage stressful situations is a relevant topic. This systematic review aimed to analyze the literature regarding (1) the current stress monitoring tools and their use in surgical environments, (2) the current methods in surgical stress management training, and (3) how stress affects surgical performance. Methods A search strategy was implemented to retrieve relevant articles from Web of Science, Scopus, and PubMed. The 787 initially retrieved articles were reviewed for further evaluation according to the inclusion/exclusion criteria (Prospero registration number CRD42021252682). Results Sixty-one articles were included in the review. The stress monitoring methods found in the articles showed heart rate analysis as the most used monitoring tool for physiological parameters while the STAI-6 scale was preferred for psychological parameters. The stress management methods found in the articles were mental-, simulation- and feedback-based training, with the mental-based training showing clear positive effects on participants. The studies analyzing the effects of stress on surgical performance showed both negative and positive effects on technical and non-technical performance. Conclusions The impact of stress responses presents an important factor in surgical environments, affecting residents’ training and performance. This study identified the main methods used for monitoring stress parameters in surgical educational environments. The applied surgical stress management training methods were diverse and demonstrated positive effects on surgeons’ stress levels and performance. There were negative and positive effects of stress on surgical performance, although a collective pattern on their effects was not clear.

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Section: Resultsmentioning

confidence: 99%

Stress in surgical educational environments: a systematic review

et al. 2022

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“…IMU is used to capture accelerometer (ACC) data, which is used as output for stress detection [56] [63]. Normally, the IMU has three sensors such as magnetometer, accelerometer, and gyroscope.…”

Section: Question 2 Which Physiological Signals Are Used For Monitori...mentioning

confidence: 99%

Wearable Solutions for Stress Monitoring for Individuals with Autism Spectrum Disorder (ASD): Systematic Literature Review

Cano,

Franco,

Apablaza

et al. 2023

Preprint

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Research on wearable solutions for individuals with autism spectrum disorder (ASD) has been conducted to detect stress. However, studies on stress detection for an individual with ASD have been limited, especially on how it should design for individuals with ASD. Wearable solutions may be a tool for parents and caregivers for emotional monitoring for individuals with ASD who have a high risk of experiencing very stressful. However, wearable solutions for individuals with ASD may differ from those without ASD. Individuals with ASD have sensory sensitiveness; therefore, they do not tolerate any accessory type or discomfort to use. We used the Scopus, PubMed, WoS, and IEEE-Xplore databases to answer different research questions related to wearable solutions for individuals with ASD, physiological parameters, and algorithms of artificial intelligence used for stress detection studies found from 2013 to 2023. Our review found 34 articles; not all the studies considered individuals with ASD or were out of the scope.

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“…There are few studies using EMG to monitor stress in surgical environments. Jia et al [348] designed a wearable system to monitor surgeons' stress using EMG (among other physiological data). However, EMG was rather used to monitor posture-related stress by means of the value of the EMG signal at certain time points.…”

Section: Electromyogrammentioning

confidence: 99%

Understanding the role of nontechnical skills in minimally invasive surgery and their integration in technology enhanced learning environments

García¹

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Design of a Wearable System to Capture Physiological Data to Monitor Surgeons’ Stress During Surgery

Cited by 4 publications

References 16 publications

Stress in surgical educational environments: a systematic review

Stress in surgical educational environments: a systematic review

Wearable Solutions for Stress Monitoring for Individuals with Autism Spectrum Disorder (ASD): Systematic Literature Review

Understanding the role of nontechnical skills in minimally invasive surgery and their integration in technology enhanced learning environments

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