Methods and devices for accurately classifying cardiac activity

Inventors

Allavatam, Venugopal • Palreddy, Surekha • Sanghera, Rick • Warren, Jay A.

Assignees

Cameron Health Inc

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Publication Number

US-10974058-B2

Patent

Publication Date

2021-04-13

Expiration Date


Abstract

Methods, systems, and devices for signal analysis in an implanted cardiac monitoring and treatment device such as an implantable cardioverter defibrillator. In illustrative examples, captured data including detected events is analyzed to identify likely overdetection of cardiac events. In some illustrative examples, when overdetection is identified, data may be modified to correct for overdetection, to reduce the impact of overdetection, or to ignore overdetected data. New methods for organizing the use of morphology and rate analysis in an overall architecture for rhythm classification and cardiac signal analysis are also discussed.

Core Innovation

The invention relates to an implantable medical device (IMD) having operational circuitry and a plurality of electrodes electrically coupled to the operational circuitry. The operational circuitry receives a cardiac electrical signal, detects a series of events, identifies intervals between consecutive detected events, and determines whether each event is likely a product of noisy signal, marking such events as suspect due to noise.

The operational circuitry analyzes each series of events, including events marked as suspect due to noise, using a set of rules directed at identifying a pattern of overdetection. The set of rules calls for analysis of at least two detected events to identify overdetection, and the operational circuitry determines whether a pattern of overdetection has been identified.

If overdetection is identified, the operational circuitry determines which detected events are likely due to overdetection, combines intervals around events likely due to overdetection, and discards detected event(s) likely due to overdetection. After completing the discarding steps, or if no pattern of overdetection is identified, the operational circuitry discards suspect event(s) due to noise and each interval that precedes and each interval that follows such suspect event.

The operational circuitry calculates a cardiac rate for the received cardiac electrical signal and comprises memory for storing cardiac electrical signal data to be later uploaded by a user of an external programmer adapted to communicate with the IMD. The operational circuitry is configured to determine whether abnormal or potentially malignant activity is occurring and, if so, to store data in the memory in response to the abnormal or potentially malignant activity.

Claims Coverage

The provided excerpt includes three independent claims. Across the claims, the coverage focuses on event detection, noise/suspect handling, rule-based identification of overdetection patterns using at least two detected events, discarding and combining intervals to correct for overdetection before calculating cardiac rate, and memory-based data storage in response to abnormal or potentially malignant activity; one claim further adds malignant cardiac rhythm detection and electrical therapy delivery.

Noise-based suspect event marking and interval handling

analyze each of the series of events to determine if any are likely a product of noisy signal and, if so, mark any such events as suspect due to noise; discarding any remaining suspect event(s) due to noise as well as each of the interval that precedes and the interval that follows such suspect event

Rule-based pattern of overdetection using at least two events

using a set of rules directed at identifying a pattern of overdetection, each of the set of rules calling for analysis of at least two detected events to identify overdetection; determining whether a pattern of overdetection has been identified

Overdetection correction via combined intervals and discarded overdetection events

determine which of the series of detected events is likely due to overdetection and combining intervals around any detected event that is likely due to overdetection to form combined intervals while discarding from analysis the detected event(s) that are likely due to overdetection

Cardiac rate calculation after discarding and combining

after completing the discarding steps, calculating a cardiac rate for the received cardiac electrical signal

Memory storage for later upload during abnormal or potentially malignant activity

comprises a memory for storing cardiac electrical signal data to be later uploaded by a user of an external programmer adapted to communicate with the IMD, wherein the operational circuitry is configured to determine whether abnormal or potentially malignant activity is occurring and, if so, to store data in response to the abnormal or potentially malignant activity

Malignant rhythm detection and electrical therapy delivery

determine whether a malignant cardiac rhythm is occurring and, if so, to deliver electrical therapy in response to the malignant cardiac rhythm

The independent claims collectively cover an IMD that marks suspect events due to noisy signal, identifies overdetection patterns by rule-based analysis of at least two detected events, corrects intervals by combining or discarding overdetection-associated events, and calculates cardiac rate. The claims also cover storing cardiac electrical signal data for later upload in response to abnormal or potentially malignant activity, and one independent claim adds electrical therapy in response to a malignant cardiac rhythm.

Stated Advantages

Improves cardiac rate calculation by discarding suspect events due to noise and discarding or correcting intervals associated with overdetection prior to calculating a cardiac rate.

Stores cardiac electrical signal data in memory in response to abnormal or potentially malignant activity for later upload by a user of an external programmer.

Delivers electrical therapy in response to a malignant cardiac rhythm.

Documented Applications

Cardiac rhythm monitoring and classification related to determining abnormal or potentially malignant activity, calculating a cardiac rate, and, when a malignant cardiac rhythm is occurring, delivering electrical therapy.

Uploading stored cardiac electrical signal data to a user via an external programmer adapted to communicate with the IMD.

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