Publication: Blood Serum-Infrared Spectra-Based Chemometric Models for Auxiliary Diagnosis of Autism Spectrum Disorder
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Date
2021
Journal Title
Journal ISSN
Volume Title
Publisher
Elsevier
Abstract
This chapter focuses on the use of chemometric models developed from infrared (IR) spectroscopic data of blood serum as an auxiliary tool for autism spectrum disorder (ASD) diagnosis. In the introductory sections the fundamentals of IR spectroscopy are shortly reviewed and brief descriptions of the different chemometric methods used in the case study described in the last section of the chapter are presented. The last section deals with the application of the described strategy to the diagnosis of ASD in children and adolescents. © 2021 Elsevier Inc. All rights reserved.
Description
Keywords
Autism Spectrum Disorder, Auxiliary Diagnosis Models, Blood Serum, Infrared Spectroscopy, Multivariate Statistics
Citation
Ildiz, G. O., Bayari, S., Yorguner, N., & Fausto, R. (2021). Blood serum–infrared spectra-based chemometric models for auxiliary diagnosis of autism spectrum disorder. In Neural Engineering Techniques for Autism Spectrum Disorder (pp. 185-213). Academic Press.