Bala Gopakumaran Nair;C. Allen Bashour;Mohamed H. Bakri;Meng Xu;Mirela Visinescu;Liang Li
发明人:
C. Allen Bashour,Bala Gopakumaran Nair,Mirela Visinescu,Meng Xu,Liang Li,Mohamed H. Bakri
申请号:
US11855207
公开号:
US08155735B2
申请日:
2007.09.14
申请国别(地区):
US
年份:
2012
代理人:
摘要:
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.