A Noninvasive Image-Based Approach Toward An Early Diagnosis Of Autism

Document Type

Book Chapter

Source of Publication

Neurological Disorders And Imaging Physics, Vol 3: Application To Autism Spectrum Disorders And Alzheimer's

Publication Date

11-1-2019

Abstract

The ultimate goal of this chapter is to develop a computer-aided diagnostic system for the accurate and early diagnosis of autism spectrum disorder using diffusion tensor imaging. This system consists of three main steps. First, the brain tissues are segmented based on three image descriptors. Second, discriminatory features are extracted from the segmented brains. Finally, the diagnostic capabilities of these extracted features are investigated.

ISBN

978-0-7503-1793-1; 978-0-7503-1764-1

Publisher

IOP Publishing

Disciplines

Medicine and Health Sciences

Keywords

Blood-vessels, Automatic Segmentation, Brain Volume, Framework, Model, Classification, Identification, Abnormalities, System, MRI

Indexed in Scopus

no

Open Access

no

Link to Full Text

Share

COinS