Automated deep neural network-based identification, localization, and tracking of cardiac structures for ultrasound-guided interventional surgery

Abstract

The model outperformed most human experts and was comparable to the optimal performance of all human experts in cardiac structure identification and localization, and could be used in the external data sets.