Deep Learning and Procrustes Analysis for Early Dysgraphia Risk Detection with a Tablet Application

Deep Learning and Procrustes Analysis for Early Dysgraphia Risk Detection with a Tablet Application

Dysgraphia is a neurodevelopmental disorder specific to handwriting. Classical diagnosis is based on the evaluation of speed and quality of the final handwritten text: it is therefore delayed as it is conducted only when handwriting is mastered, in addition to being highly language-dependent and not...

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Bibliographic Details
Main Authors: Eugenio Lomurno, Linda Greta Dui, Madhurii Gatto, Matteo Bollettino, Matteo Matteucci, Simona Ferrante
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Life
Subjects:
dysgraphia
longitudinal monitoring
early screening
time series embedding
procrustes analysis
deep learning
Online Access:https://www.mdpi.com/2075-1729/13/3/598

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https://www.mdpi.com/2075-1729/13/3/598

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