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Public Health Genomics and Precision Health Knowledge Base (v8.8)
PHGKB
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Public Health Genomics Branch
Genomics and Precision Health Update
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Last data update: Dec 02, 2023
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[Differential diagnosis of autism spectrum disorder and global developmental delay based on machine learning and Children Neuropsychological and Behavioral Scale].
Gang Zhou et al. Zhongguo Dang Dai Er Ke Za Zhi 2023 25(10) 1028-1033
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Digital phenotyping could help detect autism.
Catherine Lord et al. Nat Med 2023
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Early detection of autism using digital behavioral phenotyping
S Perochon et al, Nature Medicine, October 2, 2023
Toward an autism-friendly environment based on mobile apps user feedback analysis using deep learning and machine learning models.
Mariem Haoues et al. PeerJ Comput Sci 2023 9e1442
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Study proposes use of artificial intelligence to diagnose autism spectrum disorder
R Muniz, Medical XPress, August 2023
Prosodic signatures of ASD severity and developmental delay in preschoolers.
Michel Godel et al. NPJ Digit Med 2023 6(1) 99
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Development and validation of a machine learning-based tool to predict autism among children.
Kim Steven Betts et al. Autism research : official journal of the International Society for Autism Research 2023
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Machine learning determination of applied behavioral analysis treatment plan type.
Jenish Maharjan et al. Brain informatics 2023 10(1) 7
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Digitally assisted diagnostics of autism spectrum disorder.
Jana Christina Koehler et al. Frontiers in psychiatry 2023 141066284
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Exploring telediagnostic procedures in child neuropsychiatry: addressing ADHD diagnosis and autism symptoms through supervised machine learning.
Silvia Grazioli et al. European child & adolescent psychiatry 2023 1-11
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The Utility of Natural Language Samples for Assessing Communication and Language in Infants Referred with Early Signs of Autism.
Hudry Kristelle et al. Research on child and adolescent psychopathology 2023
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Machine learning approaches for electroencephalography and magnetoencephalography analyses in autism spectrum disorder: A systematic review.
Das Sushmit et al. Progress in neuro-psychopharmacology & biological psychiatry 2022 110705
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Hybrid Diagnosis Models for Autism Patients Based on Medical and Sociodemographic Features Using Machine Learning and Multicriteria Decision-Making (MCDM) Techniques: An Evaluation and Benchmarking Framework.
Alqaysi M E et al. Computational and mathematical methods in medicine 2022 20229410222
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A machine learning-based diagnostic model for children with autism spectrum disorders complicated with intellectual disability.
Song Chao et al. Frontiers in psychiatry 2022 13993077
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Ethics of digital therapeutics (DTx).
Refolo P et al. European review for medical and pharmacological sciences 2022 26(18) 6418-6423
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Machine learning models using mobile game play accurately classify children with autism.
Deveau Nicholas et al. Intelligence-based medicine 2022 100057
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Uncovering Brain Differences in Preschoolers and Young Adolescents with Autism Spectrum Disorder Using Deep Learning.
Li Shijun et al. International journal of neural systems 2022 2250044
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Use of Oculomotor Behavior to Classify Children with Autism and Typical Development: A Novel Implementation of the Machine Learning Approach.
Zhao Zhong et al. Journal of autism and developmental disorders 2022
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Machine learning-based ABA treatment recommendation and personalization for autism spectrum disorder: an exploratory study.
Kohli Manu et al. Brain informatics 2022 9(1) 16
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Feasibility and Impact of Integrating an Artificial Intelligence-Based Diagnosis Aid for Autism Into the Extension for Community Health Outcomes Autism Primary Care Model: Protocol for a Prospective Observational Study.
Sohl Kristin et al. JMIR research protocols 2022 11(7) e37576
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Diagnosis-Based Hybridization of Multimedical Tests and Sociodemographic Characteristics of Autism Spectrum Disorder Using Artificial Intelligence and Machine Learning Techniques: A Systematic Review.
Alqaysi M E et al. International journal of telemedicine and applications 2022 20223551528
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Using machine learning to improve diagnostic assessment of ASD in the light of specific differential and co-occurring diagnoses.
Schulte-Rüther Martin et al. Journal of child psychology and psychiatry, and allied disciplines 2022
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An AI-Enabled Internet of Things Based Autism Care System for Improving Cognitive Ability of Children with Autism Spectrum Disorders.
Abdel Hameed Mohamed et al. Computational intelligence and neuroscience 2022 20222247675
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Crowd annotations can approximate clinical autism impressions from short home videos with privacy protections.
Washington Peter et al. Intelligence-based medicine 2022 6
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Detecting autism from picture book narratives using deep neural utterance embeddings.
Wawer Aleksander et al. International journal of language & communication disorders 2022
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FECTS: A Facial Emotion Cognition and Training System for Chinese Children with Autism Spectrum Disorder.
Wan Guobin et al. Computational intelligence and neuroscience 2022 20229213526
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Evaluation of an artificial intelligence-based medical device for diagnosis of autism spectrum disorder.
Megerian Jonathan T et al. NPJ digital medicine 2022 5(1) 57
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Evaluation of an artificial intelligence-based medical device for diagnosis of autism spectrum disorder
JK Megerian et al, NPJ DIgital Medicine, May 5, 2022
Abilities and Disabilities-Applying Machine Learning to Disentangle the Role of Intelligence in Diagnosing Autism Spectrum Disorders.
Wolff Nicole et al. Frontiers in psychiatry 2022 13826043
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Use of Mobile and Wearable Artificial Intelligence in Child and Adolescent Psychiatry: Scoping Review.
Welch Victoria et al. Journal of medical Internet research 2022 24(3) e33560
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Page last reviewed:
Oct 1, 2023
Page last updated:
Dec 02, 2023
Content source:
Public Health Genomics Branch in the Division of Blood Disorders and Public Health Genomics
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National Center on Birth Defects and Developmental Disabilities
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