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Real-Time OSA Detection via ECG Analysis by jjnewton2001 is a document available to read on EtoBox.

This study presents a novel real-time method for detecting obstructive sleep apnea (OSA) using frequency analysis of ECG-derived respiratory (EDR) and heart rate variability (HRV) through the Lomb Periodogram. The method simplifies traditional polysomnography by relying solely on ECG signals, achieving high accuracy with sensitivity of 95.7% and specificity of 91%. Experimental results demonstrate the effectiveness of this approach, making it suitable for portable applications in home care settings.

Author

jjnewton2001

Language

EN