Ultrasonic imaging by deep learning and related device, system and method

摘要

An ultrasonic imaging device, system and method are provided.In one embodiment, the ultrasonic imaging system receives ultrasonic channel data representing the anatomical structure of the subject produced from the ultrasonic transducer and applies the predictive network to the ultrasonic channel data to produce an image of the anatomical structure of the subject A processor that outputs an image of an anatomical structure of a subject to a display communicating with the processor.In one embodimentThe system for generating images isA memory that stores at least one machine learning network andIncludes a processor that communicates with memory.ProcessorReceive raw channel data generated from an ultrasonic transducerMachine learning network is applied to raw channel data to replace one or more image processing stepsIt generates correction data andUse the modified data to generate an image.