This paper presents an online method for automatic detection of apnea/hypopnea events, with the help of oxygen saturation (SpO2) signal, measured at fingertip.
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This paper presents an online method for automatic detection of apnea/hypopnea events, with the help of oxygen saturation (SpO 2) signal, ...
The proposed system can be used for home based monitoring of suspected apneic subject, and can count total number of apnea and hypopnea events occurred ...
This work evaluates the performance of the wavelet transform to detect OSAH events against three conventional amplitude and duration algorithms and ...
On-Line Detection of Apnea/Hypopnea Events Using SpO$_{\bf 2}$ Signal: A Rule-Based Approach Employing Binary Classifier Models. IEEE Journal of Biomedical ...
Mar 29, 2024 · We propose a method, named DRIVEN, to estimate AHI at home from wearable devices and assist physicians in diagnosing the severity of apneas.
This paper proposes a neural fuzzy evaluation system (NFES) with significant variables selected from stepwise regression to predict apnea-hypopnea index ...
On-Line Detection of Apnea/Hypopnea Events Using SpO$_{\bf 2}$ Signal: A Rule-Based Approach Employing Binary Classifier Models. B. Koley, D. Dey. 2014, IEEE ...
Classification of sleep apnea based on EEG sub-band signal characteristics · Obstructive sleep apnea detection using discrete wavelet transform-based statistical ...
Jul 1, 2023 · An SVM has been used for the automatic detection of apnea/hypopnea events using SpO2 signals achieving greater than 90% accuracy. SpO2 and ECG ...
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