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Augmenting mental imagery for robotic surgery using neurofeedback: results of a randomized controlled trial

BACKGROUND: Mental imagery (MI) can enhance surgical skills. Research has shown that through brain–computer interface (BCI), it is possible to provide feedback on MI strength. We hypothesized that adding BCI to MI training would enhance robotic skill acquisition compared with controls. METHODS: Surg...

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Autores principales: Anton, Nicholas E., Ziliak, Meredith C., Stefanidis, Dimitrios
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10257157/
https://www.ncbi.nlm.nih.gov/pubmed/38013860
http://dx.doi.org/10.1007/s44186-023-00144-2
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author Anton, Nicholas E.
Ziliak, Meredith C.
Stefanidis, Dimitrios
author_facet Anton, Nicholas E.
Ziliak, Meredith C.
Stefanidis, Dimitrios
author_sort Anton, Nicholas E.
collection PubMed
description BACKGROUND: Mental imagery (MI) can enhance surgical skills. Research has shown that through brain–computer interface (BCI), it is possible to provide feedback on MI strength. We hypothesized that adding BCI to MI training would enhance robotic skill acquisition compared with controls. METHODS: Surgical novices were recruited. At baseline, participants completed the Mental Imagery Questionnaire (MIQ) and the Vandenburg Mental Rotation Test (MRT). Students also performed several tasks on a robotic simulator. Participants were stratified based on MIQ and robotic skill and randomized into three groups: controls, MI, and MI and BCI training. All participants completed five 2-h training sessions. One hour was devoted to practicing robotic skill on the simulator. Additionally, controls completed crosswords for one hour, the MI group completed MI training and crosswords for one hour, and the MI + BCI group completed MI training and MI-related BCI training. Following training, participants completed the same baseline assessments. A Kruskal–Wallis test was used to determine differences between groups. Mann–Whitney U tests were performed to determine specific differences between groups. RESULTS: Twenty-seven undergraduates participated. There were post-test differences on the MRT and knot tying task. Sub-analyses revealed that the MI + BCI group significantly outperformed the other groups on knot tying. There were no appreciable differences between the control and MI groups on any measures. CONCLUSIONS: Augmenting MI training with BCI led to significantly enhanced MI and robotic skill acquisition than traditional MI or robotic training methods. To optimize surgical skill acquisition in robotic and other surgical skills curricula, educators should consider utilizing MI with BCI training.
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spelling pubmed-102571572023-06-12 Augmenting mental imagery for robotic surgery using neurofeedback: results of a randomized controlled trial Anton, Nicholas E. Ziliak, Meredith C. Stefanidis, Dimitrios Global Surg Educ Original Article BACKGROUND: Mental imagery (MI) can enhance surgical skills. Research has shown that through brain–computer interface (BCI), it is possible to provide feedback on MI strength. We hypothesized that adding BCI to MI training would enhance robotic skill acquisition compared with controls. METHODS: Surgical novices were recruited. At baseline, participants completed the Mental Imagery Questionnaire (MIQ) and the Vandenburg Mental Rotation Test (MRT). Students also performed several tasks on a robotic simulator. Participants were stratified based on MIQ and robotic skill and randomized into three groups: controls, MI, and MI and BCI training. All participants completed five 2-h training sessions. One hour was devoted to practicing robotic skill on the simulator. Additionally, controls completed crosswords for one hour, the MI group completed MI training and crosswords for one hour, and the MI + BCI group completed MI training and MI-related BCI training. Following training, participants completed the same baseline assessments. A Kruskal–Wallis test was used to determine differences between groups. Mann–Whitney U tests were performed to determine specific differences between groups. RESULTS: Twenty-seven undergraduates participated. There were post-test differences on the MRT and knot tying task. Sub-analyses revealed that the MI + BCI group significantly outperformed the other groups on knot tying. There were no appreciable differences between the control and MI groups on any measures. CONCLUSIONS: Augmenting MI training with BCI led to significantly enhanced MI and robotic skill acquisition than traditional MI or robotic training methods. To optimize surgical skill acquisition in robotic and other surgical skills curricula, educators should consider utilizing MI with BCI training. Springer US 2023-06-10 2023 /pmc/articles/PMC10257157/ /pubmed/38013860 http://dx.doi.org/10.1007/s44186-023-00144-2 Text en © The Author(s), under exclusive licence to Association for Surgical Education 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Original Article
Anton, Nicholas E.
Ziliak, Meredith C.
Stefanidis, Dimitrios
Augmenting mental imagery for robotic surgery using neurofeedback: results of a randomized controlled trial
title Augmenting mental imagery for robotic surgery using neurofeedback: results of a randomized controlled trial
title_full Augmenting mental imagery for robotic surgery using neurofeedback: results of a randomized controlled trial
title_fullStr Augmenting mental imagery for robotic surgery using neurofeedback: results of a randomized controlled trial
title_full_unstemmed Augmenting mental imagery for robotic surgery using neurofeedback: results of a randomized controlled trial
title_short Augmenting mental imagery for robotic surgery using neurofeedback: results of a randomized controlled trial
title_sort augmenting mental imagery for robotic surgery using neurofeedback: results of a randomized controlled trial
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10257157/
https://www.ncbi.nlm.nih.gov/pubmed/38013860
http://dx.doi.org/10.1007/s44186-023-00144-2
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