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publicationDate 2012-07-05-04:00^^<http://www.w3.org/2001/XMLSchema#date>
publicationNumber US-2012173470-A1
titleOfInvention Prediction and prevention of postoperative atrial fibrillation in cardiac surgery patients
abstract Systems and methods are provided for predicting the onset of postoperative atrial fibrillation (AF) from electrocardiogram (ECG) data representing a patient. A signal processing component determines parameters representing the activity of the heart of the patient from the ECG data. A feature extraction component calculates a plurality of features useful in predicting postoperative AF from the determined parameters. A classification component determines an AF index for the patient from the calculated plurality of features. The AF index represents the likelihood that the patient will experience AF.
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