Method and system for carrying out ultrasonic automatic detection based on ultrasonic image

The invention provides an ultrasonic automatic detection method and system based on an ultrasonic image, and the method comprises the steps: S100, defining an ultrasonic image quality parameter and a target standard image, and constructing and training a reinforcement learning network model; step S2...

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Hauptverfasser: JO HYUN, CHI XUEYI, ZHAO YANZHUO, PAN YUZHEN, TA DEAN, SHANG HUILIANG
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention provides an ultrasonic automatic detection method and system based on an ultrasonic image, and the method comprises the steps: S100, defining an ultrasonic image quality parameter and a target standard image, and constructing and training a reinforcement learning network model; step S200, moving the ultrasonic probe to a target position, collecting an ultrasonic image containing a detection target, and recording a pose corresponding to the ultrasonic probe; and S300, calculating the ultrasonic image quality parameters obtained in the step S200, and taking the corresponding poses of the ultrasonic image quality parameters as the input of the reinforcement learning network model to obtain the adjustment pose of the ultrasonic probe, so that the pose of the ultrasonic probe is adaptively adjusted according to the ultrasonic image quality to obtain an ideal ultrasonic detection image. 本发明提供了一种基于超声图像进行超声自动检测的方法及系统,其中方法步骤包括:步骤S100 定义超声图像质量参数及目标标准图像,构建并训练强化学习网络模型;步骤S200 将超声探头移动到目标位置处,采集到含有检测目标的超声图像,并记录