PyConvU-Net: a lightweight and multiscale network for biomedical image segmentation

Abstract Background With the development of deep learning (DL), more and more methods based on deep learning are proposed and achieve state-of-the-art performance in biomedical image segmentation. However, these methods are usually complex and require the support of powerful computing resources. Acc...

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Bibliographic Details
Main Authors: Changyong Li, Yongxian Fan, Xiaodong Cai
Format: Article
Language:English
Published: BMC 2021-01-01
Series:BMC Bioinformatics
Subjects:
Online Access:https://doi.org/10.1186/s12859-020-03943-2