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NEURAL NETWORK MODEL AND ULTRASONIC BEAM FORMING METHOD BASED ON NEURAL NETWORK MODEL
NEURAL NETWORK MODEL AND ULTRASONIC BEAM FORMING METHOD BASED ON NEURAL NETWORK MODEL
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机译:基于神经网络模型的神经网络模型和超声波束形成方法
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摘要
The invention provides an ultrasonic beam forming method based on a neural network model. The method comprises: receiving, by the processing device, the ultrasonic echo radio frequency signal, and performing a preliminary processing of the ultrasonic echo radio frequency signal, so that the ultrasonic echo radio frequency signal is applicable to the neural network model; inputting the ultrasonic echo radio frequency signal into the neural network model; performing a convolution processing on the ultrasonic echo radio frequency signal for multiple times, and performing pooling processing after each convolution processing; flattening the ultrasonic echo radio frequency signal after the last pooling process is completed, so as to convert the ultrasonic echo radio frequency signal from three-dimensional data into one-dimensional data; classifying the one-dimensional data for multiple times; and performing grayscale mapping on the classified ultrasonic echo radio frequency signal to form an ultrasonic beam.
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