Apparatus and method for detecting myocardial ischemia using analysis of high frequency components of an electrocardiogram

• US 8,626,275 B1
• Filed: 07/19/2012
• Issued: 01/07/2014
• Est. Priority Date: 07/03/2012
• Status: Active Grant

• Current Assignee: BSP Medical Limited
• Original Assignee: Bsp Biological Signal Processing Ltd.
• Inventors: Luria, Oded, Toledo, Eran, Ben-David, Tamir, Amit, Guy, Granot, Yair
• Primary Examiner(s): Holmes, Rex R
• Application Number:
  US13/552,712
• Publication Number:
  US 20140012148A1
• Time in Patent Office: 537 Days
• Field of Search: 600508-509, 600515-516, 600/523
• US Class Current: 600/509
• CPC Class Codes: A61B 5/02028 Determining haemodynamic parameters not otherwise provided for, e.g. cardiac contractility or left ventricular ejection fraction
• CPC Class Codes: A61B 5/30 Input circuits therefor
• CPC Class Codes: A61B 5/316 Modalities, i.e. specific diagnostic methods
• CPC Class Codes: A61B 5/366 Detecting abnormal QRS complex, e.g. widening
• CPC Class Codes: A61B 5/7203 for noise prevention, reduction or removal
• CPC Class Codes: A61B 5/7253 characterised by using transforms
• CPC Class Codes: A61B 5/7264 Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems neural networks per se G06N3/00; expert systems per se G06N5/00
• CPC Class Codes: A61B 5/7282 Event detection, e.g. detecting unique waveforms indicative of a medical condition A61B5/4094, A61B5/4818, A61B5/349, A61B5/0823 take precedence
• CPC Class Codes: G16H 50/20 for computer-aided diagnosis, e.g. based on medical expert systems

Abstract

ECG apparatus comprises an ECG input for obtaining ECG signals; a high frequency analyzer configured for obtaining high frequency QRS components from a QRS complex within said ECG signals and identifying therein at least one reduced amplitude zone—RAZ—present within a given QRS complex; and a RAZ quantifier configured for obtaining a quantification of said at least one RAZ region within said QRS complex.

Claims

1. ECG apparatus comprising:

an ECG input for obtaining wideband ECG signals;

a high frequency analyzer configured for;

obtaining high frequency QRS components from a QRS complex within said ECG signals and a low frequency envelope around said high frequency QRS components, and

identifying within said envelope at least one reduced amplitude zone—

RAZ—

present within a given QRS complex; and

a RAZ quantifier configured for obtaining a quantification of said at least one RAZ region within said QRS complex, wherein said quantification is used to compute an index that is proportional to an area of said RAZ within said QRS complex.

2. The ECG apparatus of claim 1, wherein said index comprises a ratio between an area of the at least one RAZ and an area within the envelope.

3. The ECG apparatus of claim 2, wherein said area of the at least one RAZ is an area over a local minimum in said envelope between two flanking maxima in said envelope.

4. The ECG apparatus of claim 3, wherein said area of at least one RAZ is measured by connecting respective flanking maxima.

5. The ECG apparatus of claim 3, wherein said area of at least one RAZ is measured under a horizontal line at a height of one of said flanking maxima, or by connecting peaks of said flanking maxima or by estimating an expected peak without RAZ by extrapolation and calculating a difference in areas.

6. The ECG apparatus of claim 1, wherein said high frequency analyzer is configured to obtain said high frequency components by aligning QRS complexes of successive heartbeats to cancel noise.

7. The ECG apparatus of claim 1, comprising a plurality of leads, the apparatus configured to obtain a quantification of said RAZ for each lead respectively and to calculate an overall RAZ quantification statistically from said respective lead quantifications.

8. The ECG apparatus of claim 7, wherein said plurality of leads comprises 12 leads and said statistical calculation comprises taking an average of one or more highest lead quantifications.

9. The apparatus of claim 1 further comprising an output module configured to indicate myocardial ischemia in the presence of a relatively high RAZ quantification.

10. The apparatus of claim 9, wherein said output module is further configured to use a falling RAZ quantification over time to indicate successful interventions.

11. The apparatus of claim 1, included at least partly within an implantable device.

12. ECG method comprising:

obtaining ECG signals;

obtaining high frequency QRS components from a QRS complex within said ECG signals,

obtaining a low frequency envelope around said high frequency components,

identifying therein at least one reduced amplitude zone—

RAZ—

present within a given QRS complex; and

obtaining a quantification of said at least one RAZ region within said QRS complex, wherein said quantification is proportional to a size of said RAZ within said QRS complex.

15. The ECG method of claim 12, comprising obtaining said high frequency components by aligning QRS complexes of successive heartbeats to cancel noise.

16. The ECG method of claim 12, comprising using a plurality of ECG leads, the method comprising obtaining a quantification of said RAZ for each lead respectively and calculating an overall RAZ quantification statistically from said respective lead quantifications.

17. The method of claim 12, further comprising indicating myocardial ischemia in the presence of a relatively high RAZ quantification.

18. The method of claim 17, further comprising using a falling RAZ quantification over time to indicate successful interventions.

19. The method of claim 12, comprising obtaining a first quantification relatively soon after onset of a suspected myocardial infarction and obtaining subsequent quantifications at succeeding time points thereafter.

20. The method of claim 12, further comprising providing quality analysis by measuring said quantification successively over a moving time window to determine stability.

21. The method of claim 12, comprising indicating myocardial ischemia during a monitoring period on the basis of changes in said RAZ quantification over time.

13. ECG method comprising:

obtaining ECG signals;

obtaining high frequency QRS components from a QRS complex within said ECG signals,

obtaining a low frequency envelope around said high frequency components,

identifying therein at least one reduced amplitude zone—

RAZ—

present within a given QRS complex; and

obtaining a quantification of said at least one RAZ region within said QRS complex, wherein said obtaining a quantification comprising obtaining a ratio between an area of the at least one RAZ and an area within the envelope.

14. ECG method comprising:

obtaining ECG signals;

obtaining high frequency QRS components from a QRS complex within said ECG signals,

obtaining a low frequency envelope around said high frequency components,

identifying therein at least one reduced amplitude zone—

RAZ—

present within a given QRS complex; and

obtaining a quantification of said at least one RAZ region within said QRS complex, wherein said area of the at least one RAZ is an area over a local minimum in said envelope between two flanking maxima of said envelope, or wherein said area of at least one RAZ is measured by connecting said respective flanking maxima, or wherein said area of at least one RAZ is measured under a horizontal line at a height of one of said flanking maxima, or wherein said area of at least one RAZ is measured by connecting peaks of said flanking maxima, or wherein said area of at least one RAZ is measured by estimating an expected peak without RAZ by extrapolation and calculating a difference in areas.