Boundary-aware context neural network for medical image segmentation

•Propose a boundary-aware context neural network for 2D medical image segmentation.•The pyramid edge extraction module aggregates edge information with multigranularity.•The multi-task learning module enriches the context by the different task branches.•The cross feature fusion module aims to select...

Full description

Saved in:

Bibliographic Details
Published in:	Medical image analysis Vol. 78; p. 102395
Main Authors:	Wang, Ruxin, Chen, Shuyuan, Ji, Chaojie, Fan, Jianping, Li, Ye
Format:	Journal Article
Language:	English
Published:	Netherlands Elsevier B.V 01.05.2022 Elsevier BV
Subjects:	Artificial neural networks Boundaries Coders Complementarity Context Convolutional neural network Deep learning Encoders-Decoders Feature extraction Feature maps Humans Image processing Image Processing, Computer-Assisted - methods Image Processing, Computer-Assisted - standards Image segmentation Learning Masks Medical image segmentation Medical imaging Modules Neural networks Neural Networks, Computer Production methods Spatial data Deep learning Convolutional neural network Medical image segmentation
ISSN:	1361-8415, 1361-8423, 1361-8423
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!