Motor Capacities in Boys with High Functioning Autism: Which Evaluations to Choose?
autism spectrum disorders
children
cluster analysis
motor impairments
Journal
Journal of clinical medicine
ISSN: 2077-0383
Titre abrégé: J Clin Med
Pays: Switzerland
ID NLM: 101606588
Informations de publication
Date de publication:
21 Sep 2019
21 Sep 2019
Historique:
received:
08
08
2019
revised:
13
09
2019
accepted:
16
09
2019
entrez:
25
9
2019
pubmed:
25
9
2019
medline:
25
9
2019
Statut:
epublish
Résumé
The difficulties with motor skills in children with autism spectrum disorders (ASD) has become a major focus of interest. Our objectives were to provide an overall profile of motor capacities in children with ASD compared to neurotypically developed children through specific tests, and to identify which motor tests best discriminate children with or without ASD. Twenty-two male children with ASD (ASD-10.7 ± 1.3 years) and twenty controls (CONT-10.0 ± 1.6 years) completed an evaluation with 42 motor tests from European Physical Fitness Test Battery (EUROFIT), the Physical and Neurological Exam for Subtle Signs (PANESS) and the Movement Assessment Battery for Children ( M-ABC). However, it was challenging to design a single global classifier to integrate all these features for effective classification due to the issue of small sample size. To this end, we proposed a hierarchical ensemble classification method to combine multilevel classifiers by gradually integrating a large number of features from different motor assessments. In the ASD group, flexibility, explosive power and strength scores (
Identifiants
pubmed: 31546634
pii: jcm8101521
doi: 10.3390/jcm8101521
pmc: PMC6832130
pii:
doi:
Types de publication
Journal Article
Langues
eng
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