Classification of diabetic macular edema cases based on optical coherence tomography images and evaluation of morphological features

OBJECTIVES: This study aimed to classify DME morphologically using optical coherence tomography (OCT) and to assess the impact of selected OCT biomarkers on DME subtypes. METHODS: OCT images of patients with DME categorized into three groups as diffuse macular edema (dME), cystoid macular edema (CME) and cystoid degeneration (CD). Presence of subretinal fluid (SRF), disorganization of inner retinal layers (DRIL), ellipsoid zone (EZ) damage, external limiting membrane (ELM) damage, exudates, hyperreflective dots (HRD), epiretinal membrane (ERM) and vitreomacular traction (VMT) were evaluated. The effect of OCT findings on DME type was examined and factors affecting visual acuity were evaluated in this retrospective, cross-sectional study. RESULTS: 746 eyes of 538 patients were evaluated and 55.1% were in the CME group, 40.6% in dME and 3.8% in the CD group. It was observed that the integrity of ELM and EZ was impaired in 11.58% and 11.09%, respectively. When SRF, DRIL, HRD, exudates, VMT and ERM were examined, the rates of 16.7%, 19.23%, 28.83%, 54.40%, 2.76% and 15.8% were obtained, respectively. The CD group had the weakest visual acuity, while the dME group had the greatest (P < 0.001). While SRF, HRD, and exudates were most common in CME; DRIL, ELM and EZ damages were most common in the CD group (P < 0.001). CONCLUSION: The group with the lowest visual acuity and the most damage to the outer retinal layers is the CD group. Presence of SRF, DRIL, HRD, exudate and ERM are also among the reasons that decrease visual acuity in DME.

Authors

Institutions

Publication Details

Journal
BMC Ophthalmology
Published
2026-05-22
DOI
https://doi.org/10.1186/s12886-026-04943-1
Primary Topic
Retinal Diseases and Treatments
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Classification of diabetic macular edema cases based on optical coherence tomography images and evaluation of morphological features

Zühal Özen Tunay, Berke Temel, FATMA YÜLEK, B N Cakir et al.
BMC Ophthalmology
Retinal Diseases and Treatments
article

Classification of diabetic macular edema cases based on optical coherence tomography images and evaluation of morphological features

Zühal Özen Tunay, Berke Temel, FATMA YÜLEK, B N Cakir, Nagihan Ugurlu, Reyhan Ersoy, Inci Elif Erbahceci Timur
article en

Abstract

OBJECTIVES: This study aimed to classify DME morphologically using optical coherence tomography (OCT) and to assess the impact of selected OCT biomarkers on DME subtypes. METHODS: OCT images of patients with DME categorized into three groups as diffuse macular edema (dME), cystoid macular edema (CME) and cystoid degeneration (CD). Presence of subretinal fluid (SRF), disorganization of inner retinal layers (DRIL), ellipsoid zone (EZ) damage, external limiting membrane (ELM) damage, exudates, hyperreflective dots (HRD), epiretinal membrane (ERM) and vitreomacular traction (VMT) were evaluated. The effect of OCT findings on DME type was examined and factors affecting visual acuity were evaluated in this retrospective, cross-sectional study. RESULTS: 746 eyes of 538 patients were evaluated and 55.1% were in the CME group, 40.6% in dME and 3.8% in the CD group. It was observed that the integrity of ELM and EZ was impaired in 11.58% and 11.09%, respectively. When SRF, DRIL, HRD, exudates, VMT and ERM were examined, the rates of 16.7%, 19.23%, 28.83%, 54.40%, 2.76% and 15.8% were obtained, respectively. The CD group had the weakest visual acuity, while the dME group had the greatest (P < 0.001). While SRF, HRD, and exudates were most common in CME; DRIL, ELM and EZ damages were most common in the CD group (P < 0.001). CONCLUSION: The group with the lowest visual acuity and the most damage to the outer retinal layers is the CD group. Presence of SRF, DRIL, HRD, exudate and ERM are also among the reasons that decrease visual acuity in DME.

BMC Ophthalmology
TOBB University of Economics and Technology (TR), Ankara University (TR), Memorial Ankara Hospital (TR), Ophthalmology Clinic (DE), Ankara Yıldırım Beyazıt University (TR), Muğla University (TR), Gazi University (TR)
Good health and well-being
Openalex Percentile: Top 4%
Retinal Diseases and Treatments
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.