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GUIDED-TRANSCRANIAL ULTRASOUND IMAGING USING NEURAL NETWORKS AND ASSOCIATED DEVICES, SYSTEMS, AND METHODS
GUIDED-TRANSCRANIAL ULTRASOUND IMAGING USING NEURAL NETWORKS AND ASSOCIATED DEVICES, SYSTEMS, AND METHODS
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机译:使用神经网络和相关设备,系统和方法进行的经颅超声成像
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摘要
Ultrasound image devices, systems, and methods are provided. A medical ultrasound imaging system, comprising an interface in communication with an ultrasound imaging component and configured to receive a first image representative of blood vessels of a brain of a patient while the ultrasound imaging component is positioned at a first imaging position with respect to the patient; and a processing component in communication with the interface and configured to apply a convolutional network (CNN) to the first image to produce a motion control configuration for repositioning the ultrasound imaging component from the first imaging position to a second imaging position associated with a transcranial examination, the CNN trained based on at least a known blood vessel topography.
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