Evaluating synthetic eye images for opthalmological assessments: Developing a systematic survey

Introduction: The creation of digital avatars to anonymize personal health data is essential for enabling privacy-preserving [ref:1]. This survey focuses on assessing the clinical relevance of synthetically generated medical images, involving evaluations by multiple participants. By verifying [for full text, please go to the a.m. URL]

Institutions

Publication Details

Journal
German Medical Science (German Research Foundation)
Published
2025-11-03
DOI
https://doi.org/10.3205/25gmds136
Primary Topic
Ocular Disorders and Treatments
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Evaluating synthetic eye images for opthalmological assessments: Developing a systematic survey

German Medical Science (German Research Foundation)
Ocular Disorders and Treatments
article

Evaluating synthetic eye images for opthalmological assessments: Developing a systematic survey

article en

Abstract

Introduction: The creation of digital avatars to anonymize personal health data is essential for enabling privacy-preserving [ref:1]. This survey focuses on assessing the clinical relevance of synthetically generated medical images, involving evaluations by multiple participants. By verifying [for full text, please go to the a.m. URL]

German Medical Science (German Research Foundation)
Jena University Hospital (DE)
Openalex Percentile: Top 32%
Ocular Disorders 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.

Evaluating synthetic eye images for opthalmological assessments: Developing a systematic survey · German Medical Science (German Research Foundation) (2025) | TGRS Research Map | TGRS