Lesion Segmentation Framework Based on Convolutional Neural Networks with Dual Attention Mechanism

Lesion Segmentation Framework Based on Convolutional Neural Networks with Dual Attention Mechanism

Computational intelligence has been widely used in medical information processing. The deep learning methods, especially, have many successful applications in medical image analysis. In this paper, we proposed an end-to-end medical lesion segmentation framework based on convolutional neural networks...

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Bibliographic Details
Main Authors: Fei Xie, Panpan Zhang, Tao Jiang, Jiao She, Xuemin Shen, Pengfei Xu, Wei Zhao, Gang Gao, Ziyu Guan
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Electronics
Subjects:
medical image segmentation
computational intelligence
convolutional neural networks
weakly supervised segmentation
attention mechanism
Online Access:https://www.mdpi.com/2079-9292/10/24/3103

Internet

https://www.mdpi.com/2079-9292/10/24/3103

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