Ultrasound imaging by deep learning and associated devices, systems, and methods

Abstract

Ultrasound imaging devices, systems, and methods are provided. In one embodiment, an ultrasound imaging system comprising a processor configured to receive ultrasound channel data representative of a subject's anatomy generated from an ultrasound transducer; apply a predictive network to the ultrasound channel data to generate an image of the subject's anatomy; and output, to a display in communication with the processor, the image of the subject's anatomy. In one embodiment, a system for generating an image, the system comprising a memory storing at least one machine learning network; and a processor in communication with the memory, the processor configured to receive raw channel data generated from an ultrasound transducer; apply the machine learning network to the raw channel data to replace one or more image processing steps, thereby generating modified data; and generate an image using the modified data.

Dependencies are inferred from the claim text.