The classification of gliomas based on a Pyramid dilated convolution resnet model

Zhenyu Lu, Yanzhong Bai,Yi Chen,Chunqiu Su,Shanshan Lu,Tianming Zhan,Xunning Hong,Shuihua Wang

Pattern Recognition Letters（2020）

引用 72|浏览51

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摘要

•Glioma types are classified by pyramid dilated convolution ResNet.•Creating a pyramid dilated convolution model.•Increasing the receptive field of original ResNet.•Having advantageous on accuracy of classification of giloma types.

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关键词

Gliomas,Classification,Deep learning,ResNet,Dilated convolution

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