Cargando…

Identifying Subgroups of Patients With Autism by Gene Expression Profiles Using Machine Learning Algorithms

Objectives: The identification of subgroups of autism spectrum disorder (ASD) may partially remedy the problems of clinical heterogeneity to facilitate the improvement of clinical management. The current study aims to use machine learning algorithms to analyze microarray data to identify clusters wi...

Descripción completa

Detalles Bibliográficos
Autores principales:	Lin, Ping-I, Moni, Mohammad Ali, Gau, Susan Shur-Fen, Eapen, Valsamma
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2021
Materias:	Psychiatry
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8149626/ https://www.ncbi.nlm.nih.gov/pubmed/34054599 http://dx.doi.org/10.3389/fpsyt.2021.637022

Ejemplares similares

Genetic Pathways Associated With Sleep Problems in Children With Autism Spectrum Disorder
por: Lin, Ping-I, et al.
Publicado: (2022)

Identifying Direct Coercion in a High Risk Subgroup of Offender Patients With Schizophrenia via Machine Learning Algorithms
por: Günther, Moritz Philipp, et al.
Publicado: (2020)

A Deep Learning Approach for Missing Data Imputation of Rating Scales Assessing Attention-Deficit Hyperactivity Disorder
por: Cheng, Chung-Yuan, et al.
Publicado: (2020)

Neurodevelopmental Genes Have Not Read The DSM Criteria: Or, Have They?
por: Eapen, Valsamma
Publicado: (2012)

Editorial: Gilles de la Tourette Syndrome: Cross-Cultural Perspectives With a Focus on the Asia-Pacific Region
por: Eapen, Valsamma
Publicado: (2021)

Exploring polygenic contributors to subgroups of comorbid conditions in autism spectrum disorder
por: Klein, Louis, et al.
Publicado: (2022)

Blocking and Binding Folate Receptor Alpha Autoantibodies Identify Novel Autism Spectrum Disorder Subgroups
por: Frye, Richard E., et al.
Publicado: (2016)

COVID-19 patient transcriptomic and genomic profiling reveals comorbidity interactions with psychiatric disorders
por: Moni, Mohammad Ali, et al.
Publicado: (2021)

Comorbidities, Social Impact, and Quality of Life in Tourette Syndrome
por: Eapen, Valsamma, et al.
Publicado: (2016)

Tourette Syndrome Risk Genes Regulate Mitochondrial Dynamics, Structure, and Function
por: Clarke, Raymond A., et al.
Publicado: (2021)

Anorexia Nervosa, Autism, and the ADOS: How Appropriate Is the New Algorithm in Identifying Cases?
por: Sedgewick, Felicity, et al.
Publicado: (2019)

Potential Negative Effects of Dextromethorphan as an Add-On Therapy to Methylphenidate in Children With ADHD
por: Chuang, Wei-Chen, et al.
Publicado: (2019)

A Framework-Based Approach to Assessing Mental Health Impacts of the COVID-19 Pandemic on Children and Adolescents
por: Lin, Ping-I, et al.
Publicado: (2021)

Identifying Four Subgroups of Trauma in Psychosis: Vulnerability, Psychopathology, and Treatment
por: Stevens, Lucy H., et al.
Publicado: (2017)

Machine Learning Approaches to Identify Patient Comorbidities and Symptoms That Increased Risk of Mortality in COVID-19
por: Aktar, Sakifa, et al.
Publicado: (2021)

Early identification of autism spectrum disorder: Do we need a paradigm shift?
por: Eapen, Valsamma
Publicado: (2016)

Exploring social emotion processing in autism: evaluating the reading the mind in the eyes test using network analysis
por: Li, Tai-Shan, et al.
Publicado: (2022)

Altered cingulate structures and the associations with social awareness deficits and CNTNAP2 gene in autism spectrum disorder
por: Chien, Yi-Ling, et al.
Publicado: (2021)

Identification of subgroups of children in the Australian Autism Biobank using latent class analysis
por: Montgomery, Alicia, et al.
Publicado: (2023)

Abilities and Disabilities—Applying Machine Learning to Disentangle the Role of Intelligence in Diagnosing Autism Spectrum Disorders
por: Wolff, Nicole, et al.
Publicado: (2022)

ADHD-related symptoms and attention profiles in the unaffected siblings of probands with autism spectrum disorder: focus on the subtypes of autism and Asperger’s disorder
por: Chien, Yi-Ling, et al.
Publicado: (2017)

Autism Spectrum Disorders: From Genotypes to Phenotypes
por: Eapen, Valsamma, et al.
Publicado: (2014)

The Prediction and Influential Factors of Violence in Male Schizophrenia Patients With Machine Learning Algorithms
por: Yu, Tao, et al.
Publicado: (2022)

Identifying Schizophrenia Using Structural MRI With a Deep Learning Algorithm
por: Oh, Jihoon, et al.
Publicado: (2020)

Promises, Pitfalls, and Basic Guidelines for Applying Machine Learning Classifiers to Psychiatric Imaging Data, with Autism as an Example
por: Kassraian-Fard, Pegah, et al.
Publicado: (2016)

Corrigendum: Abilities and Disabilities—Applying Machine Learning to Disentangle the Role of Intelligence in Diagnosing Autism Spectrum Disorders
por: Wolff, Nicole, et al.
Publicado: (2022)

A machine learning-based diagnostic model for children with autism spectrum disorders complicated with intellectual disability
por: Song, Chao, et al.
Publicado: (2022)

Autism Spectrum Disorder Symptom Profile Across the RASopathies
por: Geoffray, Marie-Maude, et al.
Publicado: (2021)

Variations in Mitochondrial Respiration Differ in IL-1ß/IL-10 Ratio Based Subgroups in Autism Spectrum Disorders
por: Jyonouchi, Harumi, et al.
Publicado: (2019)

Converging Pathways in Autism Spectrum Disorders: Interplay between Synaptic Dysfunction and Immune Responses
por: Voineagu, Irina, et al.
Publicado: (2013)

A multimodal machine learning system in early screening for toddlers with autism spectrum disorders based on the response to name
por: Zhu, Feng-lei, et al.
Publicado: (2023)

Comparing different supervised machine learning algorithms for disease prediction
por: Uddin, Shahadat, et al.
Publicado: (2019)

LRRTM4 Terminal Exon Duplicated in Family with Tourette Syndrome, Autism and ADHD
por: Clarke, Raymond A., et al.
Publicado: (2021)

Patterns of risk—Using machine learning and structural neuroimaging to identify pedophilic offenders
por: Popovic, David, et al.
Publicado: (2023)

Evaluation of Altered Functional Connections in Male Children With Autism Spectrum Disorders on Multiple-Site Data Optimized With Machine Learning
por: Spera, Giovanna, et al.
Publicado: (2019)

Association of self-regulation with white matter correlates in boys with and without autism spectrum disorder
por: Ni, Hsing-Chang, et al.
Publicado: (2020)

Classification of Suicide Attempts through a Machine Learning Algorithm Based on Multiple Systemic Psychiatric Scales
por: Oh, Jihoon, et al.
Publicado: (2017)

The Autism Phenome Project: Toward Identifying Clinically Meaningful Subgroups of Autism
por: Nordahl, Christine Wu, et al.
Publicado: (2022)

Conceptualisation and Development of a Quality of Life Measure for Parents of Children with Autism Spectrum Disorder
por: Eapen, Valsamma, et al.
Publicado: (2014)

Machine Learning: An Approach in Identifying Risk Factors for Coercion Compared to Binary Logistic Regression
por: Hotzy, Florian, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_1i5j2eu8b4qdtglisfv2p0qr34