… OSA with single-lead ECG signal, and a variety of ECG-… from ECG signals and ECG derived
respiratory (EDR) signals … domain features from ECG signals and EDR signals, the accuracy …

… of breathing during sleep. Feature extraction approaches play a key role in the performance
of apnea detection algorithms that use single-lead electrocardiogram signals. Handcrafted …

… electrocardiogram (ECG) signals for OSA detection. In this paper, a novel automatic OSA
detection method using a single-lead ECG signal … obtained by an ECG signal decomposition is …

… So, we use 1 hidden layer MLP for sleep apnea detection. Each node of the hidden layer
is connected with the input layer by weights and the output is the sum of the inputs under the …

… In this context, this study proposes a simple algorithm for the automatic detection of sleep
apnea from the ECG signal. In addition, two different features that capture valuable information …

… tion in ECG signals can be employed to detect the apnea/hy… , the acquisition of ECG
signals is quite convenient and … easily extracted from ECG signals by appropriate algorithms. …

… diagnosis of obstructive sleep apnea (OSA) from an electrocardiogram (ECG) is presented.
… exclusively ECG recordings during sleep and present a minute-by-minute signal processing …

… There is a significant body of research literature in the study of simplified sleep apnea … The
standard sleep laboratory modified lead V2 position ECG is used. The ECG signal was then …

… sleep apnea is currently primarily based on the apnea hypopnea index (AHI). The approach
of this study looks at usefulness of analyzing a single-lead ECG … cyclic variation of heart rate (…

… In this work, an automatic OSA screening scheme using single-lead ECG signals has been
proposed. Experimental outcomes manifest that statistical moment based features in the …