Controllable medical ultrasonic image denoising method and system and computer storage medium

• Main Authors: YOU CHENZHI, LIN CANTANG, TAN TAO, JIANG MINGFU, WU DAWEI
• Format: Patent
• Language: Chinese; English
• Published: 24.11.2023
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL; PHYSICS

The invention discloses a controllable medical ultrasonic image denoising method and system and a computer storage medium, and the method comprises the steps: generating a simulated noise ultrasonic image data set, preprocessing a simulated noise ultrasonic image, building a denoising model, and training the denoising model. The method comprises the following steps of: establishing a controllable medical ultrasonic image denoising model, performing down-sampling on a real medical ultrasonic image to be denoised, and inputting a sub-image of the down-sampling of the real medical ultrasonic image and two characteristic parameters of which the values are set values into the trained denoising model; and performing adaptive denoising on the real medical ultrasonic image by the denoising model, flexibly adjusting the denoising intensity, and finally outputting the medical ultrasonic image denoised by different denoising intensities. The medical ultrasonic image denoising method can adapt to a wider denoising range,