Deep learning for predicting myopia severity classification method

Abstract Background Myopia is a major cause of vision impairment. To improve the efficiency of myopia screening, this paper proposes a deep learning model, X-ENet, which combines the advantages of depthwise separable convolution and dynamic convolution to classify different severities of myopia. The...

Full description

Saved in:
Bibliographic Details
Main Authors: WangMeiYu Xing, XiaoNa Li, JingShu Ni, YuanZhi Zhang, ZhongSheng Li, Yong Liu, YiKun Wang, Yao Huang
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BioMedical Engineering OnLine
Subjects:
Online Access:https://doi.org/10.1186/s12938-025-01416-2
Tags: Add Tag
No Tags, Be the first to tag this record!