Stability analysis of sleep apnea time series using identified models: a case study

被引：14

作者：

Aguirre, LA ^{[1
]}

Souza, AVP ^{[1
]}

机构：

[1] Univ Fed Minas Gerais, Dept Elect Engn, Lab Modelagem Analise & Controle Sistemas Nao Lin, BR-31270901 Belo Horizonte, MG, Brazil

来源：

COMPUTERS IN BIOLOGY AND MEDICINE | 2004年 / 34卷 / 03期

关键词：

nonlinear system identification; sleep apnea; blood oxygen saturation; heart rate variability; respiration rate; model-based monitoring;

D O I：

10.1016/S0010-4825(03)00056-8

中图分类号：

Q [生物科学];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

This paper investigates the use of identified nonlinear multivariable autonomous models in the classification of breathing patterns of a patient with sleep apnea. Details about the identification procedure are provided and the results reported for the case study at hand suggest that identified models could be useful in computer-based monitoring. (C) 2003 Elsevier Ltd. All rights reserved.

引用

页码：241 / 257

页数：17

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