An effective CNN and Transformer complementary network for medical image segmentation

•We design dual encoding paths of CNN and Transformer encoders for producing complementary features..•We propose an effective feature complementary module by cross-wisely fusing features from CNN and Transformer domains.•We propose to compute the cross-domain correlation between CNN and Transformer...

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Vydané v:	Pattern recognition Ročník 136; s. 109228
Hlavní autori:	Yuan, Feiniu, Zhang, Zhengxiao, Fang, Zhijun
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.04.2023
Predmet:	Convolutional Neural Network Cross-domain fusion Feature complementary module Medical image segmentation Transformer Convolutional Neural Network Cross-domain fusion Transformer Feature complementary module Medical image segmentation
ISSN:	0031-3203, 1873-5142
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