A Deep Learning Approach to Predict Autism Spectrum Disorder Using Multisite Resting-State fMRI

A Deep Learning Approach to Predict Autism Spectrum Disorder Using Multisite Resting-State fMRI

Autism spectrum disorder (ASD) is a complex and degenerative neuro-developmental disorder. Most of the existing methods utilize functional magnetic resonance imaging (fMRI) to detect ASD with a very limited dataset which provides high accuracy but results in poor generalization. To overcome this lim...

Full description

Bibliographic Details
Main Authors: Faria Zarin Subah, Kaushik Deb, Pranab Kumar Dhar, Takeshi Koshiba
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Applied Sciences
Subjects:
autism spectrum disorder
resting-state fMRI
predefined brain atlas
ABIDE
functional connectivity
connectivity matrix
Online Access:https://www.mdpi.com/2076-3417/11/8/3636

Internet

https://www.mdpi.com/2076-3417/11/8/3636

Similar Items