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
收藏
页码：241 / 257
页数：17
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