Local Feature Matters: Cascade Multi-scale MLP for Edge Segmentation of Medical Images

Convolution-based methods are increasingly being used in medical image segmentation tasks and have shown good performance, but there are always problems in segmenting edge parts. These methods all have the following challenges: (1) Previous methods do not highlight the relationship between foregroun...

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Bibliographic Details
Published in:	IEEE transactions on nanobioscience Vol. 22; no. 4; p. 1
Main Authors:	Lv, Jinkai, Hu, Yuyong, Fu, Quanshui, Hu, Yuqiang, Lv, Lin, Yang, Guoqing, Li, Jinpeng, Zhao, Yi
Format:	Magazine Article
Language:	English
Published:	United States IEEE 01.10.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Coders Datasets Decoding Feature extraction Image edge detection Image processing Image segmentation Information processing medical image segmentation Medical imaging MLP Object segmentation semantic segmentation Source code STEM Task analysis
ISSN:	1536-1241, 1558-2639, 1558-2639
Online Access:	Get full text
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