METHOD AND APPARATUS FOR DETECTION OF TACHYARRHYTHMIA USING CYCLE LENGTHS

Patent №

US 7,623,911

Granted

2009-11-24

Filed 2005

Owner

MEDTRONIC, INC.

Lab

AI components

3

vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11321183

A method and apparatus for detecting atrial arrhythmias and discriminating atrial fibrillation (AF) and organized atrial tachycardia (OAT) that includes defining a threshold detection criteria for a cluster signature evidence metric corresponding to a Lorenz distribution of ventricular cycle lengths representative of AF or OAT. Using a signal containing VCL information, a number of consecutive ventricular cycle lengths are determined during a selected time interval for generating a one-dimensional or a two-dimensional histogram as a numerical representation of a Lorenz plot of VCLs. A number of cluster signature metrics are computed using the stored ventricular cycle length information, and a cluster signature evidence metric is computed from the cluster signature metrics. AF or OAT is detected if a comparative analysis of a corresponding cluster signature evidence metric meets a respective threshold detection criteria.

AI classification

Planning0.75
AI hardware0.75
Vision0.75
Knowledge representation0.28
Machine learning0.02
Speech0.00
Evolutionary computation0.00
Natural language0.00

Ownership

MEDTRONIC, INC.

assignment · 180570289

Assignors

SARKAR, SHANTANU, RITSCHER, DAVID E.

On an employer assignment, the assignors are typically the inventors.

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