Automated Analysis of the Oximetry Signal to Simplify the Diagnosis of Pediatric Sleep Apnea : From Feature-Engineering to Deep-Learning Approaches /

This book describes the application of novel signal processing algorithms to improve the diagnostic capability of the blood oxygen saturation signal (SpO2) from nocturnal oximetry in the simplification of pediatric obstructive sleep apnea (OSA) diagnosis. For this purpose, 3196 SpO2 recordings from...

Full description

Bibliographic Details

Main Author:	Vaquerizo Villar, Fernando (Author)
Corporate Author:	SpringerLink (Online service)
Format:	eBook
Language:	English
Published:	Cham : Springer Nature Switzerland : Imprint: Springer, 2023.
Edition:	1st ed. 2023.
Series:	Springer Theses, Recognizing Outstanding Ph.D. Research,
Subjects:	Signal processing. Biomedical engineering. Machine learning. Signal, Speech and Image Processing . Biomedical Devices and Instrumentation. Machine Learning. Electronic books.
Online Access:	Connect to the full text of this electronic book