A novel method for the detection of apnea and hypopnea events in respiration signals

IEEE Transactions on Biomedical Engineering

Volumn 49, Issue 9, 2002, Pages 936-942

  Várady, Péter ^a,b   Micsik, Tamás ^b   Benedek, Sándor ^c   Benyó, Zoltán ^b  

^a IEEE

^b BUDAPEST UNIVERSITY OF TECHNOLOGY AND ECONOMICS   (Hungary)

^c VEIKI Institute for Electric Power Research   (Hungary)

Author keywords

Classification; Neural networks; Polysomnography; Respiration monitoring; Sleep apnea

Indexed keywords

NEONATAL MONITORING; NEURAL NETWORKS; RESPIRATORY SYSTEM;

NORMAL BREATHING;

BIOMEDICAL ENGINEERING;

APNEA; ARTICLE; BREATHING; DEVICE; HEMODYNAMIC MONITORING; INTENSIVE CARE; INTERMETHOD COMPARISON; NERVE CELL NETWORK; NEWBORN INTENSIVE CARE; POLYSOMNOGRAPHY; SIGNAL PROCESSING; SIGNAL TRANSDUCTION; TRAINING;

ALGORITHMS; APNEA; DATABASES, FACTUAL; EVALUATION STUDIES; HUMANS; MODELS, STATISTICAL; NEURAL NETWORKS (COMPUTER); POLYSOMNOGRAPHY; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; SLEEP APNEA SYNDROMES;

EID: 0036721383     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2002.802009     Document Type: Article

References (20)

1. Obstructive sleep apnea: Clinical manifestations and pathophysiology
2. Obstructive sleep apnea in the obese
3. Practice parameters for the indications for polysomnography and related procedures
4. Portable recording in the assessment of obstructive sleep apnea
5. The chicago criteria for measurements, definitions, and severity of sleep related breathing disorders in adults
6. Treatment of obstructive sleep apnea syndrome by monitoring patient airflow signals
7. Monitoring sleep and breathing: Methodology. Part I: Monitoring breathing
8. New approaches to monitoring sleep-related breathing disorders
9. Automated detection and classification of sleep-disordered breathing from conventional polysomnography data
10. The polysomnogram assay: A method to represent the overnight polysomnogram in a condensed fromat
11. Inductive plethysmography components analysis and improved noninvasive postoperative apnoea monitoring
12. On-line detection of sleep apnea during critical care monitoring
13. Assessment of inspiratory flow limitation invasively and noninvasively during sleep
14. Physiobank, physiotoolkit, and physionet: Components of a new research resource for complex physiologic signals
15. Nonlinear multivariable modeling and analysis of sleep apnea time series
16. Toward prediction of physiological state signals in sleep apnea
17. Forecasting chaotic cardiovascular time series with an adaptive slope multilayer perceptron neural network