Two‐dimensional medical image segmentation based on U‐shaped structure

With rapid developments in convolutional neural networks for image processing, deep learning methods based on pixel classification have been extensively applied in medical image segmentation. One popular strategy for such tasks is the encoder‐decoder‐based U‐Net architecture and its variants. Most s...

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Vydáno v:	International journal of imaging systems and technology Ročník 34; číslo 1
Hlavní autoři:	Cai, Sijing, Xiao, Yuwei, Wang, Yanyu
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Hoboken, USA John Wiley & Sons, Inc 01.01.2024 Wiley Subscription Services, Inc
Témata:	Artificial neural networks Coders deep learning Feature extraction Image processing Image resolution Image segmentation Lesions Machine learning medical image segmentation Medical imaging Modules Spatial data U‐net
ISSN:	0899-9457, 1098-1098
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