ALGORITHMS FOR DETECTING CARDIAC ARRHYTHMIA AND METHODS AND APPARATUSES UTILIZING THE ALGORITHMS

Patent №

US 7,412,282

Granted

2008-08-12

Filed 2005

Owner

MEDTRONIC, INC.

Lab

AI components

1

ml

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11043584

A method for detecting a cardiac arrhythmia from an electrocardiogram includes the steps of identifying a plurality of R-waves in the electrocardiogram during a predetermined time interval; extracting heartbeat complexes corresponding to the identified R-waves; identifying a key region within each heartbeat complex that is morphologically altered in the event of the cardiac arrhythmia; calculating a statistical measurement of an ensemble of the key regions from each of the heartbeat complexes; and determining from the statistical measurement whether the cardiac arrhythmia occurred during the predetermined time interval. An apparatus is also provided that includes a processor that is coupled to receive an electrocardiogram, and is configured in response thereof to perform the method for detecting a cardiac arrhythmia.

Machine learningA61B 5/363A61B 5/361A61B 5/726G06F 2218/18

AI classification

Machine learning0.98
AI hardware0.02
Vision0.02
Evolutionary computation0.00
Natural language0.00
Planning0.00
Speech0.00
Knowledge representation0.00

Ownership

MEDTRONIC, INC.

assignment · 175670026

Assignors

HOUBEN, RICHARD P.M.

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

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