SYSTEM AND METHODS FOR MACHINE LEARNING DRIVEN CONTOURING CARDIAC ULTRASOUND DATA

Abstract

A system may receive four-dimensional ultrasound image data generated by an ultrasound device directed a heart. The system may generate, with a machine learning model, a plurality of response vectors respectively corresponding to anchor points along a boundary of the heart. The anchor points may measure an angle and distance with respect to an axis of the heart. The system may generate, based on the response vectors, a mesh comprising displayable locations of the anchor points at one or more times during a cardiac cycle. The system may display a graphical user interface including the image data and the anchor points rendered from the mesh.

CPC Classifications