Method for determining a heart period from an ECG waveform using image representation of ECG

• US 8,798,725 B2
• Filed: 08/22/2012
• Issued: 08/05/2014
• Est. Priority Date: 02/26/2010
• Status: Expired due to Fees

• Current Assignee: International Business Machines Corporation
• Original Assignee: International Business Machines Corporation
• Inventors: Wang, Fei, Mahmood, Tanveer Syeda
• Primary Examiner(s): Koharski, Christopher D
• Assistant Examiner(s): Dinga, Roland
• Application Number:
  US13/592,123
• Publication Number:
  US 20120316452A1
• Time in Patent Office: 713 Days
• Field of Search: 600/509
• US Class Current: 600/509
• CPC Class Codes: A61B 5/02 Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
• CPC Class Codes: A61B 5/0245 by using sensing means generating electric signals, i.e. ECG signals
• CPC Class Codes: A61B 5/72 Signal processing specially adapted for physiological signals or for diagnostic purposes character recognition, recognising digital ink, document-oriented image-based pattern recognition G06V30/00; recognition or understanding of postal images G06V30/424
• CPC Class Codes: A61B 5/7239 using differentiation including higher order derivatives

Abstract

A method for estimating a heart period is disclosed. The heart period is detected from an ECG recording. ECG data is acquired, and converted into electronic ECG images. The data is processed to prepare for estimation of a heart period. The heart period is estimated based upon an average of intervals between a plurality of detected peaks of electronic electrocardiogram waveforms. The peaks are determined by taking a product of a filtered electronic ECG signal with a wandering baseline removed, a difference between the upper and lower ECG envelopes of the electronic ECG images, and a first order derivative of a derived ECG waveform.

Claims

1. A method for estimating a heart period using at least one of a plurality of electrocardiogram recordings, comprising:

obtaining the plurality of electrocardiogram recordings generated from a plurality of electrocardiogram sources, wherein the plurality of electrocardiogram sources include a paper form electrocardiogram source, a digital form electrocardiogram source, and an echocardiogram from an echocardiogram source;

utilizing a computer processor to convert a plurality of the electrocardiogram recordings into a plurality of corresponding electronic electrocardiogram images, including removing a wandering baseline from the electrocardiogram recordings prior to conversion of the electrocardiogram recordings to the corresponding electrocardiogram images;

deriving an electrocardiogram waveform from one of the corresponding electronic electrocardiogram images by extracting an upper envelope and a lower envelope of the electrocardiogram waveform from one of the corresponding electronic electrocardiogram images using a curve tracing algorithm;

determining an electrocardiogram signal peak from increased thickness at the electrocardiogram signal peak due to pixel dithering;

determining a difference between an upper envelope and a lower envelope at an electrocardiogram signal peak and at an electrocardiogram low point, which are a local maximum and a local minimum of one of the corresponding electronic electrocardiogram images; and

estimating the heart period.

2. The method of claim 1, wherein the curve tracing algorithm for extracting the upper envelope and lower envelope comprises:

tracing upper and lower edges of a curve of the electrocardiogram waveform from one of the electronic electrocardiogram images;

defining two search ranges centered around the upper and lower edges of the curve of the electrocardiogram waveform;

using at least one of;

a morphological open algorithm to fill in holes inside the curve of the electrocardiogram waveform and a morphological close algorithm to eliminate noise pixels near the curve of the electrocardiogram waveform;

closing small gaps by closing the electrocardiogram waveform between inserted seed points along an expected location of the derived electrocardiogram waveform; and

closing large gaps by inserting a segment tangent to the curve of the electrocardiogram waveform.

3. The method of claim 2, wherein estimating the heart period comprises:

computing a first order derivative of the derived electrocardiogram waveform for amplifying high frequencies of the derived electrocardiogram waveform;

determining a peak of the derived electrocardiogram waveform by taking a product of a filtered electrocardiogram signal from one of the corresponding electronic electrocardiogram images, with a wandering baseline removed, a difference between the upper envelope and the lower envelope of the derived electrocardiogram waveform from each of the at least one of the corresponding electronic electrocardiogram images and the first order derivative of the derived electrocardiogram waveform; and

determining an average of intervals between a plurality of detected peaks of the electrocardiogram waveform from at least one region selected from the electronic electrocardiogram image.

4. The method of claim 3, further comprising obtaining the plurality of electrocardiogram recordings generated from a plurality of electrocardiogram sources.

5. The method of claim 4, further comprising removing noise from the corresponding electronic electrocardiogram images.

6. The method of claim 5, further comprising outputting the determined heart period on a display.

7. The method of claim 6, wherein at least one of the electrocardiogram sources comprises a paper form electrocardiogram source.

8. The method of claim 7, further comprising scanning the paper form of said electrocardiogram source into at least one electronic electrocardiogram image.

9. The method of claim 6, wherein at least one of the electrocardiogram sources comprises a digital form electrocardiogram source.

10. The method of claim 6, wherein at least one of the electrocardiogram sources comprises an echocardiogram from an echocardiogram source.