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The effect of 3D stereopsis and hand-tool alignment on learning effectiveness and skill transfer of a VR-based simulator for dental training.

作者信息

Kaluschke Maximilian, Yin Myat Su, Haddawy Peter, Suebnukarn Siriwan, Zachmann Gabriel

机构信息

Computer Graphics and Virtual Reality, University of Bremen, Bremen, Germany.

Faculty of ICT, Mahidol University, Bangkok, Thailand.

出版信息

PLoS One. 2023 Oct 4;18(10):e0291389. doi: 10.1371/journal.pone.0291389. eCollection 2023.


DOI:10.1371/journal.pone.0291389
PMID:37792776
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10550175/
Abstract

Recent years have seen the proliferation of VR-based dental simulators using a wide variety of different VR configurations with varying degrees of realism. Important aspects distinguishing VR hardware configurations are 3D stereoscopic rendering and visual alignment of the user's hands with the virtual tools. New dental simulators are often evaluated without analysing the impact of these simulation aspects. In this paper, we seek to determine the impact of 3D stereoscopic rendering and of hand-tool alignment on the teaching effectiveness and skill assessment accuracy of a VR dental simulator. We developed a bimanual simulator using an HMD and two haptic devices that provides an immersive environment with both 3D stereoscopic rendering and hand-tool alignment. We then independently controlled for each of the two aspects of the simulation. We trained four groups of students in root canal access opening using the simulator and measured the virtual and real learning gains. We quantified the real learning gains by pre- and post-testing using realistic plastic teeth and the virtual learning gains by scoring the training outcomes inside the simulator. We developed a scoring metric to automatically score the training outcomes that strongly correlates with experts' scoring of those outcomes. We found that hand-tool alignment has a positive impact on virtual and real learning gains, and improves the accuracy of skill assessment. We found that stereoscopic 3D had a negative impact on virtual and real learning gains, however it improves the accuracy of skill assessment. This finding is counter-intuitive, and we found eye-tooth distance to be a confounding variable of stereoscopic 3D, as it was significantly lower for the monoscopic 3D condition and negatively correlates with real learning gain. The results of our study provide valuable information for the future design of dental simulators, as well as simulators for other high-precision psycho-motor tasks.

摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/031a6b11e953/pone.0291389.g015.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/33ea553f97be/pone.0291389.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/a46f94f884e2/pone.0291389.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/57ce020f1c61/pone.0291389.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/a4c0092e1124/pone.0291389.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/056829708b32/pone.0291389.g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/82e331abdfed/pone.0291389.g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/7f4e0c139934/pone.0291389.g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/ee60fb5726d4/pone.0291389.g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/865bdf6b0906/pone.0291389.g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/3b9bcbb0e0d2/pone.0291389.g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/7ba3818d273e/pone.0291389.g011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/d3c32563d06d/pone.0291389.g012.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/db6b4cf8b14e/pone.0291389.g013.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/558961b44299/pone.0291389.g014.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/031a6b11e953/pone.0291389.g015.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/33ea553f97be/pone.0291389.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/a46f94f884e2/pone.0291389.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/57ce020f1c61/pone.0291389.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/a4c0092e1124/pone.0291389.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/056829708b32/pone.0291389.g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/82e331abdfed/pone.0291389.g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/7f4e0c139934/pone.0291389.g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/ee60fb5726d4/pone.0291389.g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/865bdf6b0906/pone.0291389.g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/3b9bcbb0e0d2/pone.0291389.g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/7ba3818d273e/pone.0291389.g011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/d3c32563d06d/pone.0291389.g012.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/db6b4cf8b14e/pone.0291389.g013.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/558961b44299/pone.0291389.g014.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5178/10550175/031a6b11e953/pone.0291389.g015.jpg

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本文引用的文献

[1]
The effect of type of specialty (periodontology/oral surgery) on early implant failure: a retrospective "Big-Data" study from a nation-wide dental chain in Israel.

Clin Oral Investig. 2022-10

[2]
The Influence of Feedback Content and Feedback Time on Multimedia Learning Achievement of College Students and Its Mechanism.

Front Psychol. 2021-12-9

[3]
Technical skill training and assessment in dental education.

Jpn Dent Sci Rev. 2021-11

[4]
The Current Situation and Future Prospects of Simulators in Dental Education.

J Med Internet Res. 2021-4-8

[5]
Formative feedback generation in a VR-based dental surgical skill training simulator.

J Biomed Inform. 2021-2

[6]
Immersion and haptic feedback impacts on dental anesthesia technical skills virtual reality training.

J Dent Educ. 2021-4

[7]
Contribution of Haptic Simulation to Analogic Training Environment in Restorative Dentistry.

J Dent Educ. 2020-3

[8]
Near Points of Convergence and Accommodation in a Population of University Students in Iran.

J Ophthalmic Vis Res. 2019-7-18

[9]
'Evaluation of the introduction of a dental virtual simulator on the performance of undergraduate dental students in the pre-clinical operative dentistry course'.

Eur J Dent Educ. 2020-2

[10]
A scoping review of the use and application of virtual reality in pre-clinical dental education.

Br Dent J. 2019-3

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