Automated Detection of Repetitive Motor Behaviors as an Outcome Measurement in Intellectual and Developmental Disabilities / K. H. GILCHRIST in Journal of Autism and Developmental Disorders, 48-5 (May 2018)  

Public ISBD [article]  inJournal of Autism and Developmental Disorders > 48-5 (May 2018) . - p.1458-1466 Titre : Automated Detection of Repetitive Motor Behaviors as an Outcome Measurement in Intellectual and Developmental Disabilities Type de document : Texte imprimé et/ou numérique Auteurs : K. H. GILCHRIST, Auteur ; M. HEGARTY-CRAVER, Auteur ; R. B. CHRISTIAN, Auteur ; S. GREGO, Auteur ; A. C. KIES, Auteur ; Anne C. WHEELER, Auteur Article en page(s) : p.1458-1466 Langues : Anglais (eng) Mots-clés : Accelerometer  Activity recognition  Motor stereotypy  Neurodevelopmental disorders  Repetitive behaviors  Wearable sensor Index. décimale : PER Périodiques Résumé : Repetitive sensory motor behaviors are a direct target for clinical treatment and a potential treatment endpoint for individuals with intellectual or developmental disabilities. By removing the burden associated with video annotation or direct observation, automated detection of stereotypy would allow for longer term monitoring in ecologic settings. We report automated detection of common stereotypical motor movements using commercially available accelerometers affixed to the body and a generalizable detection algorithm. The method achieved a sensitivity of 80% for body rocking and 93% for hand flapping without individualized algorithm training or foreknowledge of subject's specific movements. This approach is well-suited for implementation in a continuous monitoring system outside of a clinical setting. En ligne : http://dx.doi.org/10.1007/s10803-017-3408-6 Permalink : https://www.cra-rhone-alpes.org/cid/opac_css/index.php?lvl=notice_display&id=355 [article] Automated Detection of Repetitive Motor Behaviors as an Outcome Measurement in Intellectual and Developmental Disabilities [Texte imprimé et/ou numérique] / K. H. GILCHRIST, Auteur ; M. HEGARTY-CRAVER, Auteur ; R. B. CHRISTIAN, Auteur ; S. GREGO, Auteur ; A. C. KIES, Auteur ; Anne C. WHEELER, Auteur . - p.1458-1466. Langues : Anglais (eng) in Journal of Autism and Developmental Disorders > 48-5 (May 2018) . - p.1458-1466 Mots-clés : Accelerometer  Activity recognition  Motor stereotypy  Neurodevelopmental disorders  Repetitive behaviors  Wearable sensor Index. décimale : PER Périodiques Résumé : Repetitive sensory motor behaviors are a direct target for clinical treatment and a potential treatment endpoint for individuals with intellectual or developmental disabilities. By removing the burden associated with video annotation or direct observation, automated detection of stereotypy would allow for longer term monitoring in ecologic settings. We report automated detection of common stereotypical motor movements using commercially available accelerometers affixed to the body and a generalizable detection algorithm. The method achieved a sensitivity of 80% for body rocking and 93% for hand flapping without individualized algorithm training or foreknowledge of subject's specific movements. This approach is well-suited for implementation in a continuous monitoring system outside of a clinical setting. En ligne : http://dx.doi.org/10.1007/s10803-017-3408-6 Permalink : https://www.cra-rhone-alpes.org/cid/opac_css/index.php?lvl=notice_display&id=355

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