An intelligent classifier for prognosis of cardiac resynchronization therapy based on speckle-tracking echocardiograms

An intelligent classifier with an averaged correct rate, sensitivity and specificity above 90% for assisting in identifying CRT responders is built by speckle-tracking radial strain. The classifier can be applied to provide objective suggestion for patient selection of CRT.