U-MLP: MLP-based ultralight refinement network for medical image segmentation
U-MLP: MLP-based ultralight refinement network for medical image segmentation
About this item
Full title
Author / Creator
Gao, Shuo , Yang, Wenhui , Xu, Menglei , Zhang, Hao , Yu, Hong , Qian, Airong and Zhang, Wenjuan
Publisher
Oxford: Elsevier Ltd
Journal title
Language
English
Formats
Publication information
Publisher
Oxford: Elsevier Ltd
Subjects
More information
Scope and Contents
Contents
The convolutional neural network (CNN) and Transformer play an important role in computer-aided diagnosis and intelligent medicine. However, CNN cannot obtain long-range dependence, and Transformer has shortcomings in computational complexity and a large number of parameters. Recently, compared with CNN and Transformer, the Multi-Layer Perceptron (...
Alternative Titles
Full title
U-MLP: MLP-based ultralight refinement network for medical image segmentation
Authors, Artists and Contributors
Author / Creator
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Primary Identifiers
Record Identifier
TN_cdi_proquest_miscellaneous_2864899856
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_2864899856
Other Identifiers
ISSN
0010-4825
E-ISSN
1879-0534
DOI
10.1016/j.compbiomed.2023.107460
