TACHYARRHYTHMIA DETECTION AND DISCRIMINATION BASED ON CURVATURE PARAMETERS

Patent №

US 7,792,571

Granted

2010-09-07

Filed 2003

Owner

CARDIAC PACEMAKERS, INC.

Lab

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10607818

Estimating a frequency of a sampled cardiac rhythm signal and classifying the rhythm. The received signal is sampled and transformed into a curvature series. A lobe in the curvature series corresponds to a characteristic point in the sampled series. Characteristic points are selected based on a time of a lobe in the curvature series and, in one embodiment, an amplitude of the signal at the time of the lobe. A frequency of the sampled series is estimated by autocorrelating a function of the series of the characteristic points. In one embodiment, the function is a time difference function. The rhythm is classified by plotting the timewise proximity of characteristic points derived from an atrial signal with characteristic points derived from a ventricular signal. Regions of the plot are associated with a particular rhythm and the grouping of the data corresponds to the classification.

Machine learningVisionA61B 5/349A61B 5/0245A61B 5/361A61B 5/363A61B 5/7239A61B 5/7264A61N 1/3629A61N 1/3962+2 more

AI classification

Vision1.00
Machine learning0.95
AI hardware0.04
Evolutionary computation0.00
Natural language0.00
Speech0.00
Planning0.00
Knowledge representation0.00

Ownership

CARDIAC PACEMAKERS, INC.

assignment · 147210510

Assignors

SWEENEY, ROBERT J., RICCI, CARLOS

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

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