Publications — Mehmet Aytuğ Yürük

Publications

The authoritative bibliographic record for the current retinal fundus age-estimation research line.

Google Scholar profile

Published

Publication 01

Published

IISEC 2026

Age Prediction and Categorization from Retinal Fundus Images Using Residual Neural Networks

M. A. Yürük and A. Memiş

5th International Informatics and Software Engineering Conference · 5–6 February 2026, Ankara

Establishes convolutional baselines for retinal age estimation by evaluating five residual-network variants and preprocessing settings, including Graham filtering, for chronological-age prediction and age categorisation under patient-level evaluation.

DOI Code Weights

Publication 02

Published

SIU 2026

Decoding Chronological Age from the Retinal Fundus Images: A Deep Learning-based Analysis with Vision Transformers

M. A. Yürük and A. Memiş

34th Signal Processing and Communications Applications Conference · 7–10 July 2026, Istanbul

Extends the same retinal age-estimation task and patient-level evaluation context to four Vision Transformer backbones, with an architecture-focused comparison to the published residual-network companion study.

DOI Code Weights

Under Review

Publication 03

Under Review

ATEEC 2026

Exploring the Impact of Alternative Color Spaces in Deep Retinal Age Prediction from Fundus Images

M. A. Yürük and A. Memiş

IEEE International Conference on Advanced Technologies in Electrical, Electronics and Computing Engineering · Manuscript under review

Examines colour-space diversity, early fusion, and an equal-cost colour ensemble against a matched RGB-seed ensemble in a controlled ResNet-50 setting, with public predictions and analysis artifacts supporting the comparison.

Code Weights