Machine Learning Differentiation of Autism Spectrum Sub-Classifications / R. THAPA in Journal of Autism and Developmental Disorders, 54-11 (November)  

Public ISBD [article]  inJournal of Autism and Developmental Disorders > 54-11 (November) . - p.4216-4231 Titre : Machine Learning Differentiation of Autism Spectrum Sub-Classifications Type de document : texte imprimé Auteurs : R. THAPA, Auteur ; A. GARIKIPATI, Auteur ; M. CIOBANU, Auteur ; N. P. SINGH, Auteur ; E. BROWNING, Auteur ; J. DECURZIO, Auteur ; G. BARNES, Auteur ; F. A. DINENNO, Auteur ; Q. MAO, Auteur ; R. DAS, Auteur Article en page(s) : p.4216-4231 Langues : Anglais (eng) Index. décimale : PER Périodiques Résumé : Disorders on the autism spectrum have characteristics that can manifest as difficulties with communication, executive functioning, daily living, and more. These challenges can be mitigated with early identification. However, diagnostic criteria has changed from DSM-IV to DSM-5, which can make diagnosing a disorder on the autism spectrum complex. We evaluated machine learning to classify individuals as having one of three disorders of the autism spectrum under DSM-IV, or as non-spectrum. En ligne : https://doi.org/10.1007/s10803-023-06121-4 Permalink : https://www.cra-rhone-alpes.org/cid/opac_css/index.php?lvl=notice_display&id=537 [article] Machine Learning Differentiation of Autism Spectrum Sub-Classifications [texte imprimé] / R. THAPA, Auteur ; A. GARIKIPATI, Auteur ; M. CIOBANU, Auteur ; N. P. SINGH, Auteur ; E. BROWNING, Auteur ; J. DECURZIO, Auteur ; G. BARNES, Auteur ; F. A. DINENNO, Auteur ; Q. MAO, Auteur ; R. DAS, Auteur . - p.4216-4231. Langues : Anglais (eng) in Journal of Autism and Developmental Disorders > 54-11 (November) . - p.4216-4231 Index. décimale : PER Périodiques Résumé : Disorders on the autism spectrum have characteristics that can manifest as difficulties with communication, executive functioning, daily living, and more. These challenges can be mitigated with early identification. However, diagnostic criteria has changed from DSM-IV to DSM-5, which can make diagnosing a disorder on the autism spectrum complex. We evaluated machine learning to classify individuals as having one of three disorders of the autism spectrum under DSM-IV, or as non-spectrum. En ligne : https://doi.org/10.1007/s10803-023-06121-4 Permalink : https://www.cra-rhone-alpes.org/cid/opac_css/index.php?lvl=notice_display&id=537

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