A deep learning based medical ultrasonic image classification method using a smart device according to an embodiment of the present invention comprises the steps of: receiving, through a probe, a reflected ultrasonic signal that is reflected from a target object so as to generate input data; simultaneously executing deep neural network (DNN) learning by sharing a rendering cycle performing an image restoration process with regard to the input data; and classifying a body structure of the ultrasonic image according to the execution result of the DNN learning.
DEEP LEARNING BASED MEDICAL ULTRASONIC IMAGE CLASSIFICATION METHOD AND APPARATUS USING SMART DEVICE