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Method of obtaining medical sagittal image, method of training neural network and computing device

机译:获得医学矢状图像的方法,训练神经网络和计算设备的方法

摘要

A method of training neural network for obtaining medical sagittal image includes: using a first neural network on a 3-D medical image to generate a prediction sagittal mask; generating a prediction result according to the 3-D medical image and the prediction sagittal mask; generating a ground truth result according to the 3-D medical image and a ground truth sagittal mask; using a second neural network on the prediction result and the ground truth resu generating a loss function data according to an output of the second neural network; and adjusting parameters of the first neural network or the second neural network according to the loss function data.
机译:一种训练用于获得医学矢状图像的神经网络的方法包括:在三维医学图像上使用第一神经网络以产生预测矢状面罩;根据3-D医学图像和预测矢状面罩产生预测结果;根据3-D医学图像和地面真相矢状面膜产生地面真理;使用第二个神经网络对预测结果和地面真理结果;根据第二神经网络的输出产生损耗功能数据;根据损耗功能数据和调整第一神经网络或第二神经网络的参数。

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