Apparatus for detecting sleep apnea using electrocardiogram signals
View Patent ↗An apparatus for diagnosing sleep apnea only uses an electrocardiogram signal and a computer processor and associated computer code that are configured to analyze the electrocardiogram signal and classify each time period of the electrocardiogram signal as either apneic or normal. A diagnostic measure of sleep apnea for the human patient is provided based on classification results obtained by combining a results for various electrocardiogram signal time periods. A computer-readable medium has computer code that causes the computer to analyze an electrocardiogram signal relating to the human patient and classify each time period in a set of time periods as either apneic or normal. A diagnostic measure of sleep apnea is provided based on classification results obtained by combining a plurality of results from the set of time periods using either time or frequency domain processing, or both.
1. An article of manufacture comprising a memory containing computer software program instructions therein which, when executed by a processor, cause the processor to:
analyze an electrocardiogram signal obtained from a human patient;
partition the electrocardiogram signal into a plurality of time periods;
derive an estimated respiration signal from the electrocardiogram signal;
classify each time period of the plurality of time periods of the electrocardiogram signal as either apneic or normal by analyzing both the electrocardiogram signal and the estimated respiration signal; and
provide a diagnostic measure of sleep apnea for the human patient based on a combined classification result obtained by combining a plurality of the classifications from the plurality of time periods.
2. The article of manufacture of claim 1 , wherein the computer software program instructions causes the processor to determine a plurality of R-R intervals in the electrocardiogram signal.
3. The article of manufacture of claim 1 , wherein the computer software program instructions causes the processor to calculate a power spectral density of an RR interval.
4. The article of manufacture of claim 1 , wherein the computer software program instructions causes the processor to determine the estimated respiration signal derived from the electrocardiogram signal, wherein the electrocardiogram signal is provided as a single lead electrocardiogram signal.
5. The article of manufacture of claim 4 , wherein the computer software program instructions causes the processor to calculate a power spectral density of the estimated respiration signal.
6. The article of manufacture of claim 1 , wherein the computer software program instructions causes the processor to use time domain processing to provide the diagnostic measure of sleep apnea.
7. The article of manufacture of claim 1 , wherein the computer software program instructions causes the processor to use frequency domain processing to provide the diagnostic measure of sleep apnea.
8. The article of manufacture of claim 1 , wherein the computer software program instructions causes the processor to use both time domain and frequency domain processing to provide the diagnostic measure of sleep apnea.
9. The article of manufacture of claim 1 , wherein the computer software program instructions causes the processor to calculate, for each time period in the plurality of times periods, an associated probability that each of the plurality of time periods is apneic.