Applying machine learning to kinematic and eye movement features of a movement imitation task to predict autism diagnosis
Autism is a developmental condition currently identified by experts using observation,
interview, and questionnaire techniques and primarily assessing social and communication
deficits. Motor function and movement imitation are also altered in autism and can be
measured more objectively. In this study, motion and eye tracking data from a movement
imitation task were combined with supervised machine learning methods to classify 22
autistic and 22 non-autistic adults. The focus was on a reliable machine learning application …
interview, and questionnaire techniques and primarily assessing social and communication
deficits. Motor function and movement imitation are also altered in autism and can be
measured more objectively. In this study, motion and eye tracking data from a movement
imitation task were combined with supervised machine learning methods to classify 22
autistic and 22 non-autistic adults. The focus was on a reliable machine learning application …
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