Innovative Approach for Diabetic Retinopathy Severity Classification: An AI-Powered Tool using CNN-Transformer Fusion

The proposed Artificial intelligence (AI)-powered diagnostic tool improves diabetic patient care by enabling early DR detection, preventing progression and reducing vision loss. The proposed AI-powered diagnostic tool offers high performance, reliability, and generalizability, providing significant value for clinical DR management.

Authors

Institutions

Publication Details

Journal
Journal of Biomedical Physics and Engineering
Published
2025-01-01
DOI
https://doi.org/10.31661/jbpe.v0i0.2408-1811
Citations
4
Primary Topic
Retinal Imaging and Analysis
Type
article
Field-Weighted Citation Impact
5.44
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Innovative Approach for Diabetic Retinopathy Severity Classification: An AI-Powered Tool using CNN-Transformer Fusion

Khosro Rezaee, Fateme Farnami
4 citations
Journal of Biomedical Physics and Engineering
Retinal Imaging and Analysis
5.44
article

Innovative Approach for Diabetic Retinopathy Severity Classification: An AI-Powered Tool using CNN-Transformer Fusion

Khosro Rezaee, Fateme Farnami
article en
4 citations

Abstract

The proposed Artificial intelligence (AI)-powered diagnostic tool improves diabetic patient care by enabling early DR detection, preventing progression and reducing vision loss. The proposed AI-powered diagnostic tool offers high performance, reliability, and generalizability, providing significant value for clinical DR management.

Journal of Biomedical Physics and EngineeringVol. 15(2)
Mofid University (IR), Hakim Sabzevari University (IR)
Openalex Percentile: Top 5%
Retinal Imaging and Analysis
5.44
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.