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Identifying the signature of prospective motor control in children with autism

Articolo
Data di Pubblicazione:
2021
Abstract:
Failure to develop prospective motor control has been proposed to be a core phenotypic marker of autism spectrum disorders (ASD). However, whether genuine differences in prospective motor control permit discriminating between ASD and non-ASD profiles over and above individual differences in motor output remains unclear. Here, we combined high precision measures of hand movement kinematics and rigorous machine learning analyses to determine the true power of prospective movement data to differentiate children with autism and typically developing children. Our results show that while movement is unique to each individual, variations in the kinematic patterning of sequential grasping movements genuinely differentiate children with autism from typically developing children. These findings provide quantitative evidence for a prospective motor control impairment in autism and indicate the potential to draw inferences about autism on the basis of movement kinematics.
Tipologia CRIS:
03A-Articolo su Rivista
Keywords:
motor control, motor cognition, autism spectrum disorder, machine learning, movement kinematics
Elenco autori:
Cavallo A.; Romeo L.; Ansuini C.; Battaglia F.; Nobili L.; Pontil M.; Panzeri S.; Becchio C.
Autori di Ateneo:
CAVALLO Andrea
Link alla scheda completa:
https://iris.unito.it/handle/2318/1795858
Link al Full Text:
https://iris.unito.it/retrieve/handle/2318/1795858/779215/CavalloEtAl2021SciRep.pdf
Pubblicato in:
SCIENTIFIC REPORTS
Journal
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URL

https://www.nature.com/articles/s41598-021-82374-2
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