Diagnostic Classification and Prognostic Prediction Using Common Genetic Variants in Autism Spectrum Disorder: Genotype-Based Deep Learning.

Published in: JMIR medical informatics (2021)

Common variants are informative for autism identification. Our findings also suggest that the deep learning process is a reliable method for distinguishing the diseased group from the control group based on the common variants of autism.

Keyphrases

deep learning
autism spectrum disorder
intellectual disability
copy number
artificial intelligence
attention deficit hyperactivity disorder
convolutional neural network
machine learning
dna methylation
bioinformatics analysis
genome wide