A survey on U-shaped networks in medical image segmentations

The U-shaped network is one of the end-to-end convolutional neural networks (CNNs). In electron microscope segmentation of ISBI challenge 2012, the concise architecture and outstanding performance of the U-shaped network are impressive. Then, a variety of segmentation models based on this architectu...

Full description

Bibliographic Details

Published in:	Neurocomputing (Amsterdam) Vol. 409; pp. 244 - 258
Main Authors:	Liu, Liangliang, Cheng, Jianhong, Quan, Quan, Wu, Fang-Xiang, Wang, Yu-Ping, Wang, Jianxin
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 07.10.2020
Subjects:	Convolutional neural networks Extended mechanism Medical image segmentation U-shaped network Extended mechanism Convolutional neural networks Medical image segmentation U-shaped network
ISSN:	0925-2312, 1872-8286
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!