Aydın Demircioğlu

METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII

2024 · 259 Zit. · Insights into Imaging

Measuring the bias of incorrect application of feature selection when using cross-validation in radiomics

2021 · 90 Zit. · Insights into Imaging

The effect of feature normalization methods in radiomics

2024 · 70 Zit. · Insights into Imaging

The effect of preprocessing filters on predictive performance in radiomics

2022 · 70 Zit. · European Radiology Experimental

Are deep models in radiomics performing better than generic models? A systematic review

2023 · 49 Zit. · European Radiology Experimental

Evaluation of the dependence of radiomic features on the machine learning model

2022 · 37 Zit. · Insights into Imaging

Evaluation metrics in medical imaging AI: fundamentals, pitfalls, misapplications, and recommendations

2025 · 32 Zit. · European Journal of Radiology Artificial Intelligence

Ossification area localization in pediatric hand radiographs using deep neural networks for object detection

2018 · 29 Zit. · PLoS ONE

Pediatric age estimation from radiographs of the knee using deep learning

2022 · 15 Zit. · European Radiology

radMLBench: A dataset collection for benchmarking in radiomics

2024 · 8 Zit. · Computers in Biology and Medicine

Predictive performance of radiomic models based on features extracted from pretrained deep networks

2022 · 7 Zit. · Insights into Imaging

Determining the anatomical site in knee radiographs using deep learning

2022 · 5 Zit. · Scientific Reports

Pediatric age estimation from thoracic and abdominal CT scout views using deep learning

2023 · 4 Zit. · Scientific Reports

Retractions of publications in radiomics: An underestimated problem?

2025 · 1 Zit. · European Radiology

METhodological RadiomICs Score (METRICS): A quality scoring tool for radiomics research

2023 · 0 Zit. · HAL (Le Centre pour la Communication Scientifique Directe)