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METHOD AND APPARATUS FOR AUTOMATIC RECOGNITION AND MEASUREMENT SYSTEM OF PERIPHERAL NERVES ON ULTRASOUND IMAGES USING DEEP LEARNING ALGORITHM
METHOD AND APPARATUS FOR AUTOMATIC RECOGNITION AND MEASUREMENT SYSTEM OF PERIPHERAL NERVES ON ULTRASOUND IMAGES USING DEEP LEARNING ALGORITHM
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机译：利用深度学习算法，超声图像外周神经自动识别和测量系统的方法和装置
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摘要
Disclosed are a method and apparatus for automatic recognition of peripheral nerves in an ultrasound image based on a deep learning algorithm and measurement of a neural index. A method for measuring a neural index includes: obtaining a segmented image including a nerve bundle from an ultrasound image using a segmented image detection model based on a neural network; detecting an outline of the nerve bundle based on the obtained segmented image; determining an ellipse corresponding to the outline based on the outline of the nerve bundle; and estimating an index for the nerve bundle based on the determined ellipse, and providing the estimated index.
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