A Wireless Sensor System for Diabetic Retinopathy Grading Using MobileViT-Plus and ResNet-Based Hybrid Deep Learning Framework

A Wireless Sensor System for Diabetic Retinopathy Grading Using MobileViT-Plus and ResNet-Based Hybrid Deep Learning Framework

Traditional fundus image-based diabetic retinopathy (DR) grading depends on the examiner’s experience, requiring manual annotations on the fundus image and also being time-consuming. Wireless sensor networks (WSNs) combined with artificial intelligence (AI) technology can provide automatic decision-...

Full description

Bibliographic Details
Main Authors: Zhijiang Wan, Jiachen Wan, Wangxinjun Cheng, Junqi Yu, Yiqun Yan, Hai Tan, Jianhua Wu
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Applied Sciences
Subjects:
wireless sensor networks
diabetic retinopathy
deep learning
HybridLG framework
MobileViT-Plus
Online Access:https://www.mdpi.com/2076-3417/13/11/6569

Internet

https://www.mdpi.com/2076-3417/13/11/6569

Similar Items