A deep network embedded with rough fuzzy discretization for OCT fundus image segmentation

Abstract The noise and redundant information are the main reasons for the performance bottleneck of medical image segmentation algorithms based on the deep learning. To this end, we propose a deep network embedded with rough fuzzy discretization (RFDDN) for OCT fundus image segmentation. Firstly, we...

Full description

Bibliographic Details
Main Authors: Qiong Chen, Lirong Zeng, Cong Lin
Format: Article
Language:English
Published: Nature Portfolio 2023-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-27479-6