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Prototype measurement system for the eye-hand coordination test of the developmental test of visual perception
Título de la revista
Autores
Quiroga-Torres, Daniel-Alejandro
Lara J.S.
Miguel-Cruz A.
Ríos-Rincón A.M.
Fecha
2019
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Editor
Springer Verlag
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Resumen
Abstract
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.
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Keywords
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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