Using Machine Learning to Explore Shared Genetic Pathways and Possible Endophenotypes in Autism Spectrum Disorder
出版年份 2023 全文链接
标题
Using Machine Learning to Explore Shared Genetic Pathways and Possible Endophenotypes in Autism Spectrum Disorder
作者
关键词
-
出版物
Genes
Volume 14, Issue 2, Pages 313
出版商
MDPI AG
发表日期
2023-01-26
DOI
10.3390/genes14020313
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Applications of Unsupervised Machine Learning in Autism Spectrum Disorder Research: a Review
- (2022) Chelsea M. Parlett-Pelleriti et al. Review Journal of Autism and Developmental Disorders
- Identifying neuroanatomical and behavioral features for autism spectrum disorder diagnosis in children using machine learning
- (2022) Yu Han et al. PLoS One
- Sparse Hierarchical Representation Learning on Functional Brain Networks for Prediction of Autism Severity Levels
- (2022) Hyeokjin Kwon et al. Frontiers in Neuroscience
- Innate immune dysfunction and neuroinflammation in autism spectrum disorder (ASD)
- (2022) H.K. Hughes et al. BRAIN BEHAVIOR AND IMMUNITY
- Multiplex gene and phenotype network to characterize shared genetic pathways of epilepsy and autism
- (2021) Jacqueline Peng et al. Scientific Reports
- Intricacies of GABAA Receptor Function: The Critical Role of the β3 Subunit in Norm and Pathology
- (2021) Sergey A. Menzikov et al. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES
- Genetic contributions to autism spectrum disorder
- (2021) A. Havdahl et al. PSYCHOLOGICAL MEDICINE
- The association between gestational diabetes and ASD and ADHD: a systematic review and meta-analysis
- (2021) Jennifer Rowland et al. Scientific Reports
- Chromatin and gene-regulatory dynamics of the developing human cerebral cortex at single-cell resolution
- (2021) Alexandro E. Trevino et al. CELL
- New Candidates for Autism/Intellectual Disability Identified by Whole-Exome Sequencing
- (2021) Lucia Pia Bruno et al. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES
- Reduced hippocampal inhibition and enhanced autism-epilepsy comorbidity in mice lacking neuropilin 2
- (2021) Carol Eisenberg et al. Translational Psychiatry
- Gene Regulation Analysis Reveals Perturbations of Autism Spectrum Disorder during Neural System Development
- (2021) Dan Li et al. Genes
- The Role of Ion Channel-Related Genes in Autism Spectrum Disorder: A Study Using Next-Generation Sequencing
- (2021) Junghan Lee et al. Frontiers in Genetics
- Autoimmune Encephalitis and Autism Spectrum Disorder
- (2021) Paul Whiteley et al. Frontiers in Psychiatry
- A robust method for early diagnosis of autism spectrum disorder from EEG signals based on feature selection and DBSCAN method
- (2020) Donya Abdolzadegan et al. Biocybernetics and Biomedical Engineering
- Large-Scale Exome Sequencing Study Implicates Both Developmental and Functional Changes in the Neurobiology of Autism
- (2020) F. Kyle Satterstrom et al. CELL
- Dimensionality reduction by UMAP to visualize physical and genetic interactions
- (2020) Michael W. Dorrity et al. Nature Communications
- Editorial: Secondary vs. Idiopathic Autism
- (2020) Manuel F. Casanova et al. Frontiers in Psychiatry
- Integrated Systems Analysis Explores Dysfunctional Molecular Modules and Regulatory Factors in Children with Autism Spectrum Disorder
- (2020) Huan Gao et al. JOURNAL OF MOLECULAR NEUROSCIENCE
- Syndromic autism revisited: review of the literature and lessons learned
- (2020) Catherine A. Ziats et al. PEDIATRIC NEUROLOGY
- Atypical visual processing in a mouse model of autism
- (2020) Ning Cheng et al. Scientific Reports
- Autism and Epilepsy in Patients With Tuberous Sclerosis Complex
- (2020) Nicola Specchio et al. Frontiers in Neurology
- Clustering Analysis Supports the Detection of Biological Processes Related to Autism Spectrum Disorder
- (2020) Leonardo Emberti Gialloreti et al. Genes
- Disruption of mTOR and MAPK pathways correlates with severity in idiopathic autism
- (2019) Eleonora Rosina et al. Translational Psychiatry
- Identification of common genetic risk variants for autism spectrum disorder
- (2019) Jakob Grove et al. NATURE GENETICS
- Gene2vec: distributed representation of genes based on co-expression
- (2019) Jingcheng Du et al. BMC GENOMICS
- Retinal defects in mice lacking the autism-associated gene Engrailed-2
- (2019) Xuwen Zhang et al. NEUROSCIENCE
- Genetic Causes and Modifiers of Autism Spectrum Disorder
- (2019) Lauren Rylaarsdam et al. Frontiers in Cellular Neuroscience
- Association of genes with phenotype in autism spectrum disorder
- (2019) Sabah Nisar et al. Aging-US
- VariCarta: A Comprehensive Database of Harmonized Genomic Variants Found in Autism Spectrum Disorder Sequencing Studies
- (2019) Manuel Belmadani et al. Autism Research
- Dissecting the genetic basis of comorbid epilepsy phenotypes in neurodevelopmental disorders
- (2019) Julie Chow et al. Genome Medicine
- Novel Drosophila model for psychiatric disorders including autism spectrum disorder by targeting of ATP-binding cassette protein A
- (2018) Ibuki Ueoka et al. EXPERIMENTAL NEUROLOGY
- GOATOOLS: A Python library for Gene Ontology analyses
- (2018) D. V. Klopfenstein et al. Scientific Reports
- The Emerging Clinical Neuroscience of Autism Spectrum Disorder
- (2018) Rebecca A. Muhle et al. JAMA Psychiatry
- Dimensionality reduction for visualizing single-cell data using UMAP
- (2018) Etienne Becht et al. NATURE BIOTECHNOLOGY
- Synaptopathology Involved in Autism Spectrum Disorder
- (2018) Shiqi Guang et al. Frontiers in Cellular Neuroscience
- Spatiotemporal profile of postsynaptic interactomes integrates components of complex brain disorders
- (2017) Jing Li et al. NATURE NEUROSCIENCE
- Fundamental Elements in Autism: From Neurogenesis and Neurite Growth to Synaptic Plasticity
- (2017) James Gilbert et al. Frontiers in Cellular Neuroscience
- GABAA receptor subunit gene polymorphisms predict symptom-based and developmental deficits in Chinese Han children and adolescents with autistic spectrum disorders
- (2017) Shuhan Yang et al. Scientific Reports
- Lessons learned from studying syndromic autism spectrum disorders
- (2016) Yehezkel Sztainberg et al. NATURE NEUROSCIENCE
- Auto-encoder based dimensionality reduction
- (2016) Yasi Wang et al. NEUROCOMPUTING
- Comprehensive behavioral analysis of RNG105 (Caprin1) heterozygous mice: Reduced social interaction and attenuated response to novelty
- (2016) Rie Ohashi et al. Scientific Reports
- Single-neuron and genetic correlates of autistic behavior in macaque
- (2016) K. Yoshida et al. Science Advances
- Hierarchical Density Estimates for Data Clustering, Visualization, and Outlier Detection
- (2015) Ricardo J. G. B. Campello et al. ACM Transactions on Knowledge Discovery from Data
- Convergence of Genes and Cellular Pathways Dysregulated in Autism Spectrum Disorders
- (2014) Dalila Pinto et al. AMERICAN JOURNAL OF HUMAN GENETICS
- Synaptic, transcriptional and chromatin genes disrupted in autism
- (2014) Silvia De Rubeis et al. NATURE
- A method for inferring medical diagnoses from patient similarities
- (2013) Assaf Gottlieb et al. BMC Medicine
- SFARI Gene 2.0: a community-driven knowledgebase for the autism spectrum disorders (ASDs)
- (2013) Brett S Abrahams et al. Molecular Autism
- SFARI Gene: an evolving database for the autism research community
- (2010) S. Banerjee-Basu et al. Disease Models & Mechanisms
- The Human Phenotype Ontology: A Tool for Annotating and Analyzing Human Hereditary Disease
- (2008) Peter N. Robinson et al. AMERICAN JOURNAL OF HUMAN GENETICS
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now