HEA-Net: Attention and MLP Hybrid Encoder Architecture for Medical Image Segmentation

The model, Transformer, is known to rely on a self-attention mechanism to model distant dependencies, which focuses on modeling the dependencies of the global elements. However, its sensitivity to the local details of the foreground information is not significant. Local detail features help to ident...

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Bibliographic Details
Main Authors: Lijing An, Liejun Wang, Yongming Li
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/22/18/7024