Detecting atrial fibrillation using short single-lead ECG recordings

US11627905B2 · kind B2 · utility

Assignee

• KONINIKLIJKE PHILIPS N.V. · NL

Inventors

• Jonathan Rubin · Beekman, US
• Saman Parvaneh · Tucson, US
• Asif Rahman · Brookline, US
• Bryan Conroy · Franklin Square, US
• Saeed Babaeizadeh · Arlington, US

Key dates

• Filing date: Sep 18, 2018
• Grant date: Apr 18, 2023
• Expiry date: Oct 27, 2039

Classification

• Technology area (CPC —): General

Abstract

A non-transitory computer-readable medium stores instructions readable and executable by at least one electronic processor (20) to perform an atrial fibrillation (AF) detection method (100). The method includes: generating a time-frequency representation of an electrocardiogram (ECG) signal acquired over a time interval; processing the time-frequency representation using a neural network (NN) (32) to output probabilities for rhythms of a set of rhythms including at least atrial fibrillation; assigning a rhythm for the ECG signal based on the probabilities for the rhythms of the set of rhythms output by the neural network; and controlling a display device (24) to display the rhythm assigned to the ECG signal.