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Academic Journal

Exploring telediagnostic procedures in child neuropsychiatry: addressing ADHD diagnosis and autism symptoms through supervised machine learning.

Authors : Grazioli, Silvia; Crippa, Alessandro; Rosi, Eleonora

Subjects: DIAGNOSIS of autism; DECISION trees; SUPPORT vector machinesITALY

Source: European Child & Adolescent Psychiatry. Jan2024, Vol. 33 Issue 1, p139-149. 11p.

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Academic Journal

A Fusion-Based Machine Learning Approach for Autism Detection in Young Children Using Magnetoencephalography Signals.

Authors : Barik, Kasturi; Watanabe, Katsumi; Bhattacharya, Joydeep

Subjects: DIAGNOSIS of autism; BIOMARKERS; ELECTROENCEPHALOGRAPHY

Source: Journal of Autism & Developmental Disorders. Dec2023, Vol. 53 Issue 12, p4830-4848. 19p.

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Academic Journal

Classification of Preschoolers with Low-Functioning Autism Spectrum Disorder Using Multimodal MRI Data.

Authors : Kim, Johanna Inhyang; Bang, Sungkyu; Yang, Jin-Ju

Subjects: DIAGNOSIS of autism; DIGITAL image processing; PREFRONTAL cortex

Source: Journal of Autism & Developmental Disorders. Jan2023, Vol. 53 Issue 1, p25-37. 13p. 3 Charts.

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Academic Journal

Using machine learning to improve diagnostic assessment of ASD in the light of specific differential and co‐occurring diagnoses.

Authors : Schulte‐Rüther, Martin; Kulvicius, Tomas; Stroth, Sanna

Subjects: DIAGNOSIS of autism; DUAL diagnosis; RESEARCH methodology evaluation

Source: Journal of Child Psychology & Psychiatry. Jan2023, Vol. 64 Issue 1, p16-26. 11p. 1 Diagram, 1 Chart, 2 Graphs.

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Academic Journal

Identifying Autism with Head Movement Features by Implementing Machine Learning Algorithms.

Authors : Zhao, Zhong (AUTHOR); Zhu, Zhipeng (AUTHOR); Zhang, Xiaobin (AUTHOR)

Subjects: DIAGNOSIS of autism; HEAD physiology; BIOMARKERS

Source: Journal of Autism & Developmental Disorders. Jul2022, Vol. 52 Issue 7, p3038-3049. 12p. 1 Color Photograph, 2 Diagrams, 3 Charts, 3 Graphs.

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Academic Journal

A Deep Neural Network-Based Model for Screening Autism Spectrum Disorder Using the Quantitative Checklist for Autism in Toddlers (QCHAT).

Authors : Mujeeb Rahman, K. K.; Monica Subashini, M.

Subjects: DIAGNOSIS of autism; PROBLEM solving; MEDICAL screening

Source: Journal of Autism & Developmental Disorders. Jun2022, Vol. 52 Issue 6, p2732-2746. 15p. 1 Black and White Photograph, 3 Diagrams, 13 Charts, 2 Graphs.

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Academic Journal

Assessment of the Autism Spectrum Disorder Based on Machine Learning and Social Visual Attention: A Systematic Review.

Authors : Minissi, Maria Eleonora; Chicchi Giglioli, Irene Alice; Mantovani, Fabrizia

Subjects: DIAGNOSIS of autism; BIOMARKERS; ONLINE information services

Source: Journal of Autism & Developmental Disorders. May2022, Vol. 52 Issue 5, p2187-2202. 16p. 1 Diagram, 1 Chart.

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Academic Journal

Effects of data preprocessing on detecting autism in adults using web-based eye-tracking data.

Authors : Khalaji, Erfan; Eraslan, Sukru; Yesilada, Yeliz

Subjects: DIAGNOSIS of autism; DECISION trees; INTERNET searching

Source: Behaviour & Information Technology. Nov2023, Vol. 42 Issue 14, p2476-2484. 9p.

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Academic Journal

Toward Novel Tools for Autism Identification: Fusing Computational and Clinical Expertise.

Authors : Corona, Laura L.; Wagner, Liliana; Wade, Joshua

Subjects: DIAGNOSIS of autism; MEDICAL screening; CHILD behavior

Source: Journal of Autism & Developmental Disorders. Nov2021, Vol. 51 Issue 11, p4003-4012. 10p. 4 Charts, 2 Graphs.

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Academic Journal

Diagnostic shifts in autism spectrum disorder can be linked to the fuzzy nature of the diagnostic boundary: a data‐driven approach.

Authors : Tunç, Birkan; Pandey, Juhi; St. John, Tanya

Subjects: DIAGNOSIS of autism; AUTISM risk factors; PUBLIC health surveillance

Source: Journal of Child Psychology & Psychiatry. Oct2021, Vol. 62 Issue 10, p1236-1245. 10p. 2 Charts, 2 Graphs.

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