Machine Learning Analysis of Left Ventricular Function to Characterize Heart Failure With Preserved Ejection Fraction [Ventricular Structure and Function]

Conclusions:
The analysis of left ventricular long-axis function on exercise by interpretable ML may improve the diagnosis and understanding of HFpEF.

Source: Circulation: Cardiovascular Imaging - April 16, 2018 Category: Radiology Authors: Sanchez-Martinez, S., Duchateau, N., Erdei, T., Kunszt, G., Aakhus, S., Degiovanni, A., Marino, P., Carluccio, E., Piella, G., Fraser, A. G., Bijnens, B. H. Tags: Information Technology, Heart Failure, Echocardiography, Exercise Testing Ventricular Structure and Function Source Type: research