Automatic Performance Assessment in Three-dimensional Interactive Haptic Medical Simulators: A Systematic Review
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Published:2022-12-15
Issue:7
Volume:55
Page:1-35
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ISSN:0360-0300
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Container-title:ACM Computing Surveys
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language:en
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Short-container-title:ACM Comput. Surv.
Author:
Sallaberry Lucas H.1ORCID,
Tori Romero1ORCID,
Nunes Fátima L. S.2ORCID
Affiliation:
1. Escola Politécnica, University of São Paulo, São Paulo, Brazil
2. School of Arts, Sciences and Humanities, University of São Paulo, São Paulo, Brazil
Abstract
This study presents a literature systematic review of automatic performance assessment in three-dimensional interactive medical and dental simulators with haptic feedback, resulting in 63 included articles. The main contributions regard analysis and discussion of investigated procedures, extracted metrics, experiment types, and assessment techniques. Studies have mostly focused on assessing performance by analyzing metrics using statistical techniques, while machine learning algorithms appear to be underexplored. Metrics related to time were observed in 84% of the studies, and aspects related to force, error and precision were investigated to a lesser degree. Difficulties reported in the articles are discussed, and research opportunities are presented.
Funder
Brazilian Federal Agency for Post-Graduation Education
Brazilian National Council of Scientific and Technological Development
São Paulo Research Foundation
National Institute of Science and Technology - Medicine Assisted by Scientific Computing
Publisher
Association for Computing Machinery (ACM)
Subject
General Computer Science,Theoretical Computer Science
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