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CONVOLUTIONAL NEURAL NETWORK BASED BREAST IMAGE ANALYSIS METHOD USING FOUR-CHANNEL INPUTS AND SYSTEM THEREFOR
CONVOLUTIONAL NEURAL NETWORK BASED BREAST IMAGE ANALYSIS METHOD USING FOUR-CHANNEL INPUTS AND SYSTEM THEREFOR
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机译:基于卷积神经网络的乳房图像分析方法,使用四通道输入和系统
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摘要
The present invention relates to a breast image analysis method with four mammogram images which are input to a convolutional neural network as one input and a system therefor and the system includes an image receiving unit which receives four mammogram images; an image size adjusting unit which adjusts a size of a mammogram image received from the image receiving unit; a preprocessing unit which performs preprocessing on the mammogram image adjusted by the image size adjusting unit; a convolutional neural network (CNN)-based CNN learning unit which generates learning information by learning the mammogram image preprocessed by the preprocessing unit; and a CNN inference unit which receives the learning information learned from the CNN learning unit and a mammogram image to be classified from the image receiving unit to diagnose a breast abnormality.
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