A Machine Learning Approach to the Diagnosis of Autism Spectrum Disorder and Multi-Systemic Developmental Disorder Based on Retrospective Data and ADOS-2 Score.

Briguglio, Marilena; Turriziani, Laura; Currò, Arianna; Gagliano, Antonella; Di Rosa, Gabriella; Caccamo, Daniela; Tonacci, Alessandro; Gangemi, Sebastiano

Briguglio, Marilena; Turriziani, Laura; Currò, Arianna; Gagliano, Antonella; Di Rosa, Gabriella; Caccamo, Daniela; Tonacci, Alessandro; Gangemi, Sebastiano.

Afiliación

Briguglio M; Unit of Child Neurology and Psychiatry, Department of Human Pathology of the Adult and Developmental Age "Gaetano Barresi", Polyclinic Hospital University, 98125 Messina, Italy.
Turriziani L; Unit of Child Neurology and Psychiatry, Department of Human Pathology of the Adult and Developmental Age "Gaetano Barresi", Polyclinic Hospital University, 98125 Messina, Italy.
Currò A; Unit of Child Neurology and Psychiatry, Department of Human Pathology of the Adult and Developmental Age "Gaetano Barresi", Polyclinic Hospital University, 98125 Messina, Italy.
Gagliano A; Unit of Child Neurology and Psychiatry, Department of Human Pathology of the Adult and Developmental Age "Gaetano Barresi", Polyclinic Hospital University, 98125 Messina, Italy.
Di Rosa G; Unit of Child Neurology and Psychiatry, Department of Human Pathology of the Adult and Developmental Age "Gaetano Barresi", Polyclinic Hospital University, 98125 Messina, Italy.
Caccamo D; Department of Biomedical Sciences, Dental Sciences and Morpho-Functional Imaging, Polyclinic Hospital University, 98125 Messina, Italy.
Tonacci A; Clinical Physiology Institute, National Research Council of Italy (IFC-CNR), 56124 Pisa, Italy.
Gangemi S; Unit of Allergy and Clinical Immunology, Department of Clinical and Experimental Medicine, Polyclinic Hospital University, 98125 Messina, Italy.

Brain Sci ; 13(6)2023 May 31.

Article en En | MEDLINE | ID: mdl-37371363

Palabras clave

ADOS2 score; CART model; LASSO model; Linear Regression Model; RIDGE model; autism spectrum disorder; machine learning; multisystem developmental disorder; regression models; retrospective data

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Texto completo: 1 Banco de datos: MEDLINE Tipo de estudio: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Idioma: En Revista: Brain Sci Año: 2023 Tipo del documento: Article País de afiliación: Italia

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