Detection of diabetic macular oedema patterns with fine-grained image categorisation on optical coherence tomography

The proposed SSA-Net architecture for detecting the pathological patterns of DME achieved satisfactory accuracy. However, this study was conducted in one medical centre, and multicentre trials will be needed in the future.

Authors

Institutions

Publication Details

Journal
BMJ Open Ophthalmology
Published
2025-04-01
DOI
https://doi.org/10.1136/bmjophth-2024-002037
Primary Topic
Retinal Imaging and Analysis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Detection of diabetic macular oedema patterns with fine-grained image categorisation on optical coherence tomography

Wangli Qiu, Lijun Shen, Xiao Xian Lin, Yingjiao Shen et al.
BMJ Open Ophthalmology
Retinal Imaging and Analysis
article

Detection of diabetic macular oedema patterns with fine-grained image categorisation on optical coherence tomography

Wangli Qiu, Lijun Shen, Xiao Xian Lin, Yingjiao Shen, Xin Ye, Yaqi Wang, Qian Chen, Linzhen Tu, Wenbin Xie
article en

Abstract

The proposed SSA-Net architecture for detecting the pathological patterns of DME achieved satisfactory accuracy. However, this study was conducted in one medical centre, and multicentre trials will be needed in the future.

BMJ Open OphthalmologyVol. 10(1)
Zhejiang Provincial People's Hospital (CN), Communication University of Zhejiang (CN), Guizhou Provincial People's Hospital (CN), He Eye Hospital (CN), Shaoxing People's Hospital (CN)
Partnerships for the goals
Openalex Percentile: Top 88%
Retinal Imaging and Analysis
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.

Detection of diabetic macular oedema patterns with fine-grained image categorisation on optical coherence tomography — Wangli Qiu, Lijun Shen, et al. · BMJ Open Ophthalmology (2025) | TGRS Research Map | TGRS