Ensemble deep learning and EfficientNet for accurate diagnosis of diabetic retinopathy

Ensemble deep learning and EfficientNet for accurate diagnosis of diabetic retinopathy

Abstract Diabetic Retinopathy (DR) stands as a significant global cause of vision impairment, underscoring the critical importance of early detection in mitigating its impact. Addressing this challenge head-on, this study introduces an innovative deep learning framework tailored for DR diagnosis. Th...

Full description

Saved in:
Bibliographic Details
Main Authors: Lakshay Arora, Sunil K. Singh, Sudhakar Kumar, Hardik Gupta, Wadee Alhalabi, Varsha Arya, Shavi Bansal, Kwok Tai Chui, Brij B. Gupta
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
Diabetic retinopathy
Deep learning
EfficientNet
CNN
Image dataset
Layering
Online Access:https://doi.org/10.1038/s41598-024-81132-4
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doi.org/10.1038/s41598-024-81132-4

Similar Items