Improving monitoring of cardiac function in critical illness: from advanced echocardiographic technology to metabolic and biochemical biomarkers predicting myocardial dysfunction. KU Leuven
Chapter 1: Validation of a deep neural network which integrates segmentation and as well as deformation imaging analysis in a large image database of echocardiograms. The objective of this chapter is to optimize deep learning techniques through study of a modified neural network, currently in development by the team of Jan D’hooge. This modified neural network will integrate local morphology of the myocardium derived from automated ...