Prototype measurement system for the eye-hand coordination test of the developmental test of visual perception

The current version of the Developmental Test of Visual Perception (DTVP-3) is one of the most commonly used tests to identify the presence and degree of visual-perceptual and visual-integration deficits in children from 4 to 12 years of age. This test consists of five main sub-tests including a eye...

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Autores:
Tipo de recurso:
Fecha de publicación:
2019
Institución:
Universidad del Rosario
Repositorio:
Repositorio EdocUR - U. Rosario
Idioma:
eng
OAI Identifier:
oai:repository.urosario.edu.co:10336/24262
Acceso en línea:
https://doi.org/10.1007/978-981-10-9035-6_127
https://repository.urosario.edu.co/handle/10336/24262
Palabra clave:
Biomedical engineering
Biomedical equipment
Hall effect
Radial basis function networks
Testing
Vision
DTVP-3
Eye-hand coordination
Magnetic field magnitudes
Measurement system
Multivariate linear regressions
Prototype measurements
Radial basis functions
Visual integration
Hall effect devices
DTVP-3
Eye-hand coordination test
Hall-effect technology
Measurement system
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http://purl.org/coar/access_right/c_abf2
id EDOCUR2_fdccdb72e3cf57b0986f1b70aa30a5b6
oai_identifier_str oai:repository.urosario.edu.co:10336/24262
network_acronym_str EDOCUR2
network_name_str Repositorio EdocUR - U. Rosario
repository_id_str
spelling Prototype measurement system for the eye-hand coordination test of the developmental test of visual perceptionBiomedical engineeringBiomedical equipmentHall effectRadial basis function networksTestingVisionDTVP-3Eye-hand coordinationMagnetic field magnitudesMeasurement systemMultivariate linear regressionsPrototype measurementsRadial basis functionsVisual integrationHall effect devicesDTVP-3Eye-hand coordination testHall-effect technologyMeasurement systemThe current version of the Developmental Test of Visual Perception (DTVP-3) is one of the most commonly used tests to identify the presence and degree of visual-perceptual and visual-integration deficits in children from 4 to 12 years of age. This test consists of five main sub-tests including a eye-hand coordination test (EHCT). Currently, the EHCT is based on observations by a therapist and requires a post-hoc analysis using the DTVP normative data, a time-consumption task that is not free of therapist error. Thus, a medical device is needed to automatically measure, score and report the test scores obtained from the DTVP-3. This device will lead to an overall decrease in the time taken for the post-hoc analysis and an improvement in the accuracy of the EHCT score. We determined that the device must allow a stylus position to be tracked in two dimensions with a resolution of 1 mm and the system must be small in size in order not to interfere with the test. In this study, we proposed a system based on Hall-effect technology sensors, which allows distances from the magnetic field magnitudes to be indirectlyestimated using small sensors. A first prototype consisted of a matrix array of sensors. A radial basis function was used to model the magnitude-distance response of each sensor. The model was estimated by using a multivariate linear regression, and it was found that the proposed model for 1 mm resolution tests, had an average r2 of 99%. © Springer Nature Singapore Pte Ltd. 2019.Springer Verlag20192020-05-26T00:10:50Zinfo:eu-repo/semantics/conferenceObjecthttp://purl.org/coar/version/c_970fb48d4fbd8a85http://purl.org/coar/resource_type/c_c94fapplication/pdfhttps://doi.org/10.1007/978-981-10-9035-6_1272006https://repository.urosario.edu.co/handle/10336/24262instname:Universidad del Rosarioreponame:Repositorio Institucional EdocURenghttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85048265515&doi=10.1007%2f978-981-10-9035-6_127&partnerID=40&md5=1398ab17d3f8d6e928c910dc4c505788http://purl.org/coar/access_right/c_abf2Quiroga-Torres, Daniel-AlejandroLara J.S.Miguel-Cruz A.Ríos-Rincón A.M.oai:repository.urosario.edu.co:10336/242622022-05-02T07:37:16Z
dc.title.none.fl_str_mv Prototype measurement system for the eye-hand coordination test of the developmental test of visual perception
title Prototype measurement system for the eye-hand coordination test of the developmental test of visual perception
spellingShingle Prototype measurement system for the eye-hand coordination test of the developmental test of visual perception
Biomedical engineering
Biomedical equipment
Hall effect
Radial basis function networks
Testing
Vision
DTVP-3
Eye-hand coordination
Magnetic field magnitudes
Measurement system
Multivariate linear regressions
Prototype measurements
Radial basis functions
Visual integration
Hall effect devices
DTVP-3
Eye-hand coordination test
Hall-effect technology
Measurement system
title_short Prototype measurement system for the eye-hand coordination test of the developmental test of visual perception
title_full Prototype measurement system for the eye-hand coordination test of the developmental test of visual perception
title_fullStr Prototype measurement system for the eye-hand coordination test of the developmental test of visual perception
title_full_unstemmed Prototype measurement system for the eye-hand coordination test of the developmental test of visual perception
title_sort Prototype measurement system for the eye-hand coordination test of the developmental test of visual perception
dc.subject.none.fl_str_mv Biomedical engineering
Biomedical equipment
Hall effect
Radial basis function networks
Testing
Vision
DTVP-3
Eye-hand coordination
Magnetic field magnitudes
Measurement system
Multivariate linear regressions
Prototype measurements
Radial basis functions
Visual integration
Hall effect devices
DTVP-3
Eye-hand coordination test
Hall-effect technology
Measurement system
topic Biomedical engineering
Biomedical equipment
Hall effect
Radial basis function networks
Testing
Vision
DTVP-3
Eye-hand coordination
Magnetic field magnitudes
Measurement system
Multivariate linear regressions
Prototype measurements
Radial basis functions
Visual integration
Hall effect devices
DTVP-3
Eye-hand coordination test
Hall-effect technology
Measurement system
description The current version of the Developmental Test of Visual Perception (DTVP-3) is one of the most commonly used tests to identify the presence and degree of visual-perceptual and visual-integration deficits in children from 4 to 12 years of age. This test consists of five main sub-tests including a eye-hand coordination test (EHCT). Currently, the EHCT is based on observations by a therapist and requires a post-hoc analysis using the DTVP normative data, a time-consumption task that is not free of therapist error. Thus, a medical device is needed to automatically measure, score and report the test scores obtained from the DTVP-3. This device will lead to an overall decrease in the time taken for the post-hoc analysis and an improvement in the accuracy of the EHCT score. We determined that the device must allow a stylus position to be tracked in two dimensions with a resolution of 1 mm and the system must be small in size in order not to interfere with the test. In this study, we proposed a system based on Hall-effect technology sensors, which allows distances from the magnetic field magnitudes to be indirectlyestimated using small sensors. A first prototype consisted of a matrix array of sensors. A radial basis function was used to model the magnitude-distance response of each sensor. The model was estimated by using a multivariate linear regression, and it was found that the proposed model for 1 mm resolution tests, had an average r2 of 99%. © Springer Nature Singapore Pte Ltd. 2019.
publishDate 2019
dc.date.none.fl_str_mv 2019
2020-05-26T00:10:50Z
dc.type.none.fl_str_mv info:eu-repo/semantics/conferenceObject
dc.type.coarversion.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.coar.fl_str_mv http://purl.org/coar/resource_type/c_c94f
dc.identifier.none.fl_str_mv https://doi.org/10.1007/978-981-10-9035-6_127
2006
https://repository.urosario.edu.co/handle/10336/24262
url https://doi.org/10.1007/978-981-10-9035-6_127
https://repository.urosario.edu.co/handle/10336/24262
identifier_str_mv 2006
dc.language.none.fl_str_mv eng
language eng
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rights_invalid_str_mv http://purl.org/coar/access_right/c_abf2
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Springer Verlag
publisher.none.fl_str_mv Springer Verlag
dc.source.none.fl_str_mv instname:Universidad del Rosario
reponame:Repositorio Institucional EdocUR
instname_str Universidad del Rosario
institution Universidad del Rosario
reponame_str Repositorio Institucional EdocUR
collection Repositorio Institucional EdocUR
repository.name.fl_str_mv
repository.mail.fl_str_mv
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