Paced QRS complex classifier

• US 4,838,278 A
• Filed: 02/26/1987
• Issued: 06/13/1989
• Est. Priority Date: 02/26/1987
• Status: Expired due to Term

• Current Assignee: Koninklijke Philips Electronics N.V. (Koninklijke Philips N.V.)
• Original Assignee: Hewlett-Packard Company (HP Inc.)
• Inventors: Shaya, Mousa N., Wang, Jyh-Yun
• Primary Examiner(s): Jaworski, Francis
• Assistant Examiner(s): MANUEL, GEORGE C
• Application Number:
  US07/019,270
• Time in Patent Office: 838 Days
• Field of Search: 128/696, 128/697, 128/703, 128/704, 128/708
• US Class Current: 600/510
• CPC Class Codes: A61B 5/349 Detecting specific parameters of the electrocardiograph cycle
• CPC Class Codes: A61B 5/35 by template matching
• 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: A61N 1/3702 Physiological parameters A61N1/365 takes precedence; evoked response A61N1/371
• CPC Class Codes: G16H 50/20 for computer-aided diagnosis, e.g. based on medical expert systems

Abstract

Apparatus for classifying QRS complexes as dual chamber paced, atrially paced or ventricularly paced by assigning complexes to groups in accordance with shape, deriving the intervals between pace pulses and their respective QRS complexes, determining if the intervals for a given number of recent complexes from the group to which the current QRS complex is assigned are clustered, and classifying the current QRS complex by the correlation between the intervals of its pace pulses and the intervals of said clusters.

Claims

1. An apparatus for classifying the type of pacing of QRS complexes in an ECG wave signal of a paced patient comprising,

statistical means for detecting the times of occurrence of said QRS complexes in said ECG wave signal,

means for detecting the times of occurrence of pace pulses in said ECG wave signal,

means coupled to both of said means for determining the value of the time interval between each detected pace pulse and the next detected QRS complex to thereby provide at least one time interval value associated therewith,

means for assigning said detected QRS complexes to respective groups in accordance with their shape,

clustering means coupled to said last two means for detecting the existence of at least one cluster of time interval values occurring during a given number of most recent assigned QRS complexes of each group,

means for deriving a representative interval value for each said cluster, and

means for classifying a current QRS complex including means for comparing said at least one time interval value associated with it and the representative interval value or values for the at least one cluster of the group to which it has been assigned.

2. Apparatus as set forth in claim 1 wherein said classifying means classifies a current QRS complex as dual chamber paced when said clustering means has detected two clusters for the group to which the current QRS complex has been assigned that have respective representative interval values differing by at least a given amount of time and any interval value of the current QRS complex is within a different given amount of time of the longer representative interval value.

3. Apparatus as set forth in claim 1 wherein said classifying means classifies a current QRS complex as ventricularly paced when said clustering means has detected only one cluster for the group to which the current QRS complex has been assigned that has a representative interval value less than a given amount of time and any interval value of the current QRS complex is within a different given amount of time of the representative interval.

4. Apparatus as set forth in claim 1 wherein said classifying means classifies a current QRS complex as atrially paced when said clustering means has detected only one cluster for the group to which the current QRS complex has been assigned that has a representative interval value greater than a given amount of time and any interval value of the current QRS complex is within a different given amount of time of the representative interval value.

5. Apparatus as set forth in claim 1 wherein said classifying means classifies a current QRS complex as normal when said clustering means has detected only one cluster for the group to which the current QRS complex has been assigned that has a representative interval value greater than a given amount of time and any interval value of the current QRS complex differs from the representative interval value by at least a different given amount of time.

6. Apparatus as set forth in claim 1 wherein said classifying means classifies a current QRS complex as ectopic when said clustering means has detected two clusters for the group to which the current QRS complex has been assigned that have respective representative interval values differing by at least a given amount of time and any interval values of the current QRS complex differ from both representative interval values by at least a different given amount of time and the current QRS complex is premature in time.

7. Apparatus as set forth in claim 1 wherein said classifying means classifies a current QRS complex as ectopic when said clustering means has detected only one cluster for the group to which the current QRS complex has been assigned that has a representative interval value less than a given amount of time and any interval values of the current QRS complex differ from the representative interval value by at least a different given amount of time.