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Machine learning approach for early detection of autism by combining questionnaire and home video screening

Journal of the American Medical Informatics Association : JAMIA, 2018-08, Vol.25 (8), p.1000-1007

2018

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Refining the role of de novo protein-truncating variants in neurodevelopmental disorders by using population reference samples

Nature genetics, 2017-04, Vol.49 (4), p.504-510

2017

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A framework for the interpretation of de novo mutation in human disease

Nature genetics, 2014-09, Vol.46 (9), p.944-950

2014

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Comorbid Analysis of Genes Associated with Autism Spectrum Disorders Reveals Differential Evolutionary Constraints

PloS one, 2016-07, Vol.11 (7), p.e0157937-e0157937

2016

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Use of artificial intelligence to shorten the behavioral diagnosis of autism

PloS one, 2012-08, Vol.7 (8), p.e43855-e43855

2012

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The human “contaminome”: bacterial, viral, and computational contamination in whole genome sequences from 1000 families

Scientific reports, 2022-06, Vol.12 (1), p.9863-9863, Article 9863

2022

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Sparsifying machine learning models identify stable subsets of predictive features for behavioral detection of autism

Molecular autism, 2017-12, Vol.8 (1), p.65-65, Article 65

2017

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Human Genome Sequencing at the Population Scale: A Primer on High-Throughput DNA Sequencing and Analysis

American journal of epidemiology, 2017-10, Vol.186 (8), p.1000-1009

2017

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Identification of Social Engagement Indicators Associated With Autism Spectrum Disorder Using a Game-Based Mobile App: Comparative Study of Gaze Fixation and Visual Scanning Methods

Journal of medical Internet research, 2022-02, Vol.24 (2), p.e31830-e31830

2022

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Biomedical cloud computing with Amazon Web Services

PLoS computational biology, 2011-08, Vol.7 (8), p.e1002147-e1002147

2011

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Multi-angle meta-analysis of the gut microbiome in Autism Spectrum Disorder: a step toward understanding patient subgroups

Scientific reports, 2022-10, Vol.12 (1), p.17034-17034, Article 17034

2022

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Data-Driven Diagnostics and the Potential of Mobile Artificial Intelligence for Digital Therapeutic Phenotyping in Computational Psychiatry

Biological psychiatry : cognitive neuroscience and neuroimaging, 2020-08, Vol.5 (8), p.759-769

2020

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The conserved microRNA miR-34 regulates synaptogenesis via coordination of distinct mechanisms in presynaptic and postsynaptic cells

Nature communications, 2020-02, Vol.11 (1), p.1092-1092, Article 1092

2020

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Brain-specific functional relationship networks inform autism spectrum disorder gene prediction

Translational psychiatry, 2018-03, Vol.8 (1), p.56-9, Article 56

2018

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Topic modeling for multi-omic integration in the human gut microbiome and implications for Autism

Scientific reports, 2023-07, Vol.13 (1), p.11353-16, Article 11353

2023

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The potential of accelerating early detection of autism through content analysis of YouTube videos

PloS one, 2014-04, Vol.9 (4), p.e93533-e93533

2014

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Game theoretic centrality: a novel approach to prioritize disease candidate genes by combining biological networks with the Shapley value

BMC bioinformatics, 2020-08, Vol.21 (1), p.356-356, Article 356

2020

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Transmission dynamics of human herpesvirus 6A, 6B and 7 from whole genome sequences of families

Virology journal, 2022-12, Vol.19 (1), p.225-225, Article 225

2022

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Crowdsourced privacy-preserved feature tagging of short home videos for machine learning ASD detection

Scientific reports, 2021-04, Vol.11 (1), p.7620-7620, Article 7620

2021

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Improved detection of disease-associated gut microbes using 16S sequence-based biomarkers

BMC bioinformatics, 2021-10, Vol.22 (1), p.509-509, Article 509

2021

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Cross-disorder comparative analysis of comorbid conditions reveals novel autism candidate genes

BMC genomics, 2017-04, Vol.18 (1), p.315-315, Article 315

2017

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The Role of Selection in the Evolution of Human Mitochondrial Genomes

Genetics (Austin), 2006-01, Vol.172 (1), p.373-387

2006

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Cloud computing for comparative genomics

BMC bioinformatics, 2010-05, Vol.11 (1), p.259-259, Article 259

2010

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Indels in SARS-CoV-2 occur at template-switching hotspots

BioData mining, 2021-03, Vol.14 (1), p.20-20, Article 20

2021

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Digitally Diagnosing Multiple Developmental Delays Using Crowdsourcing Fused With Machine Learning: Protocol for a Human-in-the-Loop Machine Learning Study

JMIR research protocols, 2024-02, Vol.13, p.e52205-e52205

2024

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Machine learning approach for early detection of autism by combining questionnaire and home video screening

Refining the role of de novo protein-truncating variants in neurodevelopmental disorders by using population reference samples

A framework for the interpretation of de novo mutation in human disease

Comorbid Analysis of Genes Associated with Autism Spectrum Disorders Reveals Differential Evolutionary Constraints

Use of artificial intelligence to shorten the behavioral diagnosis of autism

The human “contaminome”: bacterial, viral, and computational contamination in whole genome sequences from 1000 families

Sparsifying machine learning models identify stable subsets of predictive features for behavioral detection of autism

Human Genome Sequencing at the Population Scale: A Primer on High-Throughput DNA Sequencing and Analysis

Identification of Social Engagement Indicators Associated With Autism Spectrum Disorder Using a Game-Based Mobile App: Comparative Study of Gaze Fixation and Visual Scanning Methods

Biomedical cloud computing with Amazon Web Services

Multi-angle meta-analysis of the gut microbiome in Autism Spectrum Disorder: a step toward understanding patient subgroups

Data-Driven Diagnostics and the Potential of Mobile Artificial Intelligence for Digital Therapeutic Phenotyping in Computational Psychiatry

The conserved microRNA miR-34 regulates synaptogenesis via coordination of distinct mechanisms in presynaptic and postsynaptic cells

Brain-specific functional relationship networks inform autism spectrum disorder gene prediction

Topic modeling for multi-omic integration in the human gut microbiome and implications for Autism

The potential of accelerating early detection of autism through content analysis of YouTube videos

Game theoretic centrality: a novel approach to prioritize disease candidate genes by combining biological networks with the Shapley value

Transmission dynamics of human herpesvirus 6A, 6B and 7 from whole genome sequences of families

Crowdsourced privacy-preserved feature tagging of short home videos for machine learning ASD detection

Improved detection of disease-associated gut microbes using 16S sequence-based biomarkers

Cross-disorder comparative analysis of comorbid conditions reveals novel autism candidate genes

The Role of Selection in the Evolution of Human Mitochondrial Genomes

Cloud computing for comparative genomics

Indels in SARS-CoV-2 occur at template-switching hotspots

Digitally Diagnosing Multiple Developmental Delays Using Crowdsourcing Fused With Machine Learning: Protocol for a Human-in-the-Loop Machine Learning Study

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