Development of an Interactive Virtual Reality for Medical Skills Training Supervised by Artificial Neural Network

Sabrina Minter; Viktor Izsof; Ali Kordzadeh; Hassan Shirvani; Karim Sadeghi Esfahlani

doi:10.1007/978-3-030-29513-4_34

Development of an Interactive Virtual Reality for Medical Skills Training Supervised by Artificial Neural Network

Sabrina Minter, Viktor Izsof, Ali Kordzadeh, Hassan Shirvani, Karim Sadeghi Esfahlani

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

8 Citations (Scopus)

Abstract

The simulation of medical procedures through virtual reality (VR) system offers an opportunity to train medical students, paramedics and doctors across a range of specialists in a safe (risk-free), realistic and repeatable environment. It eliminates harmful consequences to patients and offers infinitely repeatable procedures. In this study, we developed an application of a “single Interrupted Suturing skill” that is used daily for various fields of surgery which is supervised by artificial intelligence (AI) algorithm. The automated graphical feedback and assessment procedures were simulated within the VR environment. The VR technologies for medical/clinical training has the potential to reduce service delivery costs significantly. The evaluation of the effectiveness and validity of the proposed system will be the focus of future research.

Original language	English
Title of host publication	Advances in Intelligent Systems and Computing
Publisher	SPRINGER LINK
Volume	1038
ISBN (Electronic)	978-3-030-29513-4
ISBN (Print)	978-3-030-29512-7
DOIs	https://doi.org/10.1007/978-3-030-29513-4_34
Publication status	Published (in print/issue) - 24 Aug 2019
Event	IntelliSys: Proceedings of SAI Intelligent Systems Conference - London, United Kingdom Duration: 5 Sept 2019 → 6 Sept 2019 https://link.springer.com/conference/intellisys

Conference

Conference	IntelliSys: Proceedings of SAI Intelligent Systems Conference
Abbreviated title	IntelliSys
Country/Territory	United Kingdom
City	London
Period	5/09/19 → 6/09/19
Internet address	https://link.springer.com/conference/intellisys

Keywords

Virtual Reality (VR)
Serious games
Single interrupted suturing
Medical training
Artificial Intelligence (AI)

Access to Document

10.1007/978-3-030-29513-4_34

Cite this

@inproceedings{79c64959f8494363b35c8127f04355d8,

title = "Development of an Interactive Virtual Reality for Medical Skills Training Supervised by Artificial Neural Network",

abstract = "The simulation of medical procedures through virtual reality (VR) system offers an opportunity to train medical students, paramedics and doctors across a range of specialists in a safe (risk-free), realistic and repeatable environment. It eliminates harmful consequences to patients and offers infinitely repeatable procedures. In this study, we developed an application of a “single Interrupted Suturing skill” that is used daily for various fields of surgery which is supervised by artificial intelligence (AI) algorithm. The automated graphical feedback and assessment procedures were simulated within the VR environment. The VR technologies for medical/clinical training has the potential to reduce service delivery costs significantly. The evaluation of the effectiveness and validity of the proposed system will be the focus of future research.",

keywords = "Virtual Reality (VR), Serious games, Single interrupted suturing, Medical training, Artificial Intelligence (AI)",

author = "Sabrina Minter and Viktor Izsof and Ali Kordzadeh and Hassan Shirvani and {Sadeghi Esfahlani}, Karim",

year = "2019",

month = aug,

day = "24",

doi = "10.1007/978-3-030-29513-4_34",

language = "English",

isbn = "978-3-030-29512-7",

volume = "1038",

booktitle = "Advances in Intelligent Systems and Computing",

publisher = "SPRINGER LINK",

note = "IntelliSys: Proceedings of SAI Intelligent Systems Conference, IntelliSys ; Conference date: 05-09-2019 Through 06-09-2019",

url = "https://link.springer.com/conference/intellisys",

}

Minter, S, Izsof, V, Kordzadeh, A, Shirvani, H & Sadeghi Esfahlani, K 2019, Development of an Interactive Virtual Reality for Medical Skills Training Supervised by Artificial Neural Network. in Advances in Intelligent Systems and Computing. vol. 1038, SPRINGER LINK, IntelliSys: Proceedings of SAI Intelligent Systems Conference, London, United Kingdom, 5/09/19. https://doi.org/10.1007/978-3-030-29513-4_34

TY - GEN

T1 - Development of an Interactive Virtual Reality for Medical Skills Training Supervised by Artificial Neural Network

AU - Minter, Sabrina

AU - Izsof, Viktor

AU - Kordzadeh, Ali

AU - Shirvani, Hassan

AU - Sadeghi Esfahlani, Karim

PY - 2019/8/24

Y1 - 2019/8/24

N2 - The simulation of medical procedures through virtual reality (VR) system offers an opportunity to train medical students, paramedics and doctors across a range of specialists in a safe (risk-free), realistic and repeatable environment. It eliminates harmful consequences to patients and offers infinitely repeatable procedures. In this study, we developed an application of a “single Interrupted Suturing skill” that is used daily for various fields of surgery which is supervised by artificial intelligence (AI) algorithm. The automated graphical feedback and assessment procedures were simulated within the VR environment. The VR technologies for medical/clinical training has the potential to reduce service delivery costs significantly. The evaluation of the effectiveness and validity of the proposed system will be the focus of future research.

AB - The simulation of medical procedures through virtual reality (VR) system offers an opportunity to train medical students, paramedics and doctors across a range of specialists in a safe (risk-free), realistic and repeatable environment. It eliminates harmful consequences to patients and offers infinitely repeatable procedures. In this study, we developed an application of a “single Interrupted Suturing skill” that is used daily for various fields of surgery which is supervised by artificial intelligence (AI) algorithm. The automated graphical feedback and assessment procedures were simulated within the VR environment. The VR technologies for medical/clinical training has the potential to reduce service delivery costs significantly. The evaluation of the effectiveness and validity of the proposed system will be the focus of future research.

KW - Virtual Reality (VR)

KW - Serious games

KW - Single interrupted suturing

KW - Medical training

KW - Artificial Intelligence (AI)

U2 - 10.1007/978-3-030-29513-4_34

DO - 10.1007/978-3-030-29513-4_34

M3 - Conference contribution

SN - 978-3-030-29512-7

VL - 1038

BT - Advances in Intelligent Systems and Computing

PB - SPRINGER LINK

T2 - IntelliSys: Proceedings of SAI Intelligent Systems Conference

Y2 - 5 September 2019 through 6 September 2019

ER -

Development of an Interactive Virtual Reality for Medical Skills Training Supervised by Artificial Neural Network

Abstract

Conference

Keywords

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