Automated Analysis of the Oximetry Signal to Simplify the Diagnosis of Pediatric Sleep Apnea

Automated Analysis of the Oximetry Signal to Simplify the Diagnosis of Pediatric Sleep Apnea portes grátis

Automated Analysis of the Oximetry Signal to Simplify the Diagnosis of Pediatric Sleep Apnea

From Feature-Engineering to Deep-Learning Approaches

Vaquerizo Villar, Fernando

Springer International Publishing AG

07/2023

90

Dura

Inglês

9783031328312

15 a 20 dias

Descrição não disponível.

Introduction.- Hypotheses and Objectives.- Methods.- Results.- Discussion.

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Pediatric Obstructive Sleep Apnea;Pediatric OSA Diagnosis;Automated Analysis of the Oximetry Signal;Blood Oxygen Saturation;Bispectrum-based Oximetry;Convolutional Neural Networks;Feature Extraction Algorithms;Discrete Wavelet Transform;Detrended Fluctuation Analysis;Biomedical Signal Processing