Convolutional kernels with an element-wise weighting mechanism for identifying abnormal brain connectivity patterns

Junzhong Ji,Xinying Xing,Yao Yao,Junwei Li,Xiaodan Zhang

Pattern Recognition（2021）

引用 15|浏览42

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摘要

•New CKEW can extract hierarchical topological features for brain networks.•Our feature analysis method can find key features of brain networks as biomarkers.•CKEW can obtain the highest classification accuracies among all testing methods.

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关键词

Brain network classification,Convolutional kernels,Element-wise weighting mechanism,Topological features,Abnormal connectivity patterns

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