Blood serum–infrared spectra-based chemometric models for auxiliary diagnosis of autism spectrum disorder


Öğrüç Ildız G., Bayarı S., Yorguner N., Fausto R.

in: Neural Engineering Techniques for Autism Spectrum Disorder Volume 1: Imaging and Signal Analysis, Ayman S. El-Baz,Jasjit S. Suri, Editor, Academic Press , Massachusetts, pp.185-213, 2021

  • Publication Type: Book Chapter / Chapter Vocational Book
  • Publication Date: 2021
  • Publisher: Academic Press
  • City: Massachusetts
  • Page Numbers: pp.185-213
  • Editors: Ayman S. El-Baz,Jasjit S. Suri, Editor

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.