Octree Representation Improves Data Fidelity of Cardiac CT Images and Convolutional Neural Network Semantic Segmentation of Left Atrial and Ventricular Chambers

Octrees can reduce the memory footprint of three-dimensional imaging volumes with minimal loss of image quality through a user-controlled intensity tolerance parameter that enables convolutional ne...