Aydın Demircioğlu

1.6k total citations
53 papers, 861 citations indexed

About

Aydın Demircioğlu is a scholar working on Radiology, Nuclear Medicine and Imaging, Biomedical Engineering and Pulmonary and Respiratory Medicine. According to data from OpenAlex, Aydın Demircioğlu has authored 53 papers receiving a total of 861 indexed citations (citations by other indexed papers that have themselves been cited), including 34 papers in Radiology, Nuclear Medicine and Imaging, 15 papers in Biomedical Engineering and 14 papers in Pulmonary and Respiratory Medicine. Recurrent topics in Aydın Demircioğlu's work include Radiomics and Machine Learning in Medical Imaging (25 papers), Advanced X-ray and CT Imaging (15 papers) and AI in cancer detection (10 papers). Aydın Demircioğlu is often cited by papers focused on Radiomics and Machine Learning in Medical Imaging (25 papers), Advanced X-ray and CT Imaging (15 papers) and AI in cancer detection (10 papers). Aydın Demircioğlu collaborates with scholars based in Germany, United States and Switzerland. Aydın Demircioğlu's co-authors include Felix Nensa, Christoph Rischpler, Lale Umutlu, Michael Forsting, Ken Herrmann, Benedikt M. Schaarschmidt, Johannes Grueneisen, Gerald Antoch, Johannes Haubold and Kai Naßenstein and has published in prestigious journals such as PLoS ONE, Scientific Reports and BioMed Research International.

In The Last Decade

Aydın Demircioğlu

51 papers receiving 851 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Aydın Demircioğlu Germany 16 545 186 168 132 113 53 861
Andrea Ponsiglione Italy 19 635 1.2× 403 2.2× 182 1.1× 73 0.6× 148 1.3× 77 1.1k
Jihye Yun South Korea 15 564 1.0× 323 1.7× 137 0.8× 190 1.4× 50 0.4× 36 985
Satish E. Viswanath United States 19 837 1.5× 519 2.8× 248 1.5× 282 2.1× 97 0.9× 90 1.4k
Robyn L. Ball United States 17 293 0.5× 139 0.7× 64 0.4× 146 1.1× 68 0.6× 41 867
Sebastien Mulé France 20 648 1.2× 240 1.3× 264 1.6× 128 1.0× 214 1.9× 80 1.4k
Harrison X. Bai United States 21 394 0.7× 365 2.0× 87 0.5× 128 1.0× 110 1.0× 90 1.2k
Alexander D. Weston United States 12 475 0.9× 107 0.6× 203 1.2× 207 1.6× 165 1.5× 25 973
Loïc Duron France 14 608 1.1× 188 1.0× 182 1.1× 166 1.3× 85 0.8× 33 991
Hye Young Jang South Korea 12 330 0.6× 110 0.6× 103 0.6× 115 0.9× 116 1.0× 25 732
Turkey Refaee Saudi Arabia 14 872 1.6× 384 2.1× 319 1.9× 179 1.4× 112 1.0× 31 1.1k

Countries citing papers authored by Aydın Demircioğlu

Since Specialization
Citations

This map shows the geographic impact of Aydın Demircioğlu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Aydın Demircioğlu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Aydın Demircioğlu more than expected).

Fields of papers citing papers by Aydın Demircioğlu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Aydın Demircioğlu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Aydın Demircioğlu. The network helps show where Aydın Demircioğlu may publish in the future.

Co-authorship network of co-authors of Aydın Demircioğlu

This figure shows the co-authorship network connecting the top 25 collaborators of Aydın Demircioğlu. A scholar is included among the top collaborators of Aydın Demircioğlu based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Aydın Demircioğlu. Aydın Demircioğlu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Koçak, Burak, Michail E. Klontzas, Arnaldo Stanzione, et al.. (2025). Evaluation metrics in medical imaging AI: fundamentals, pitfalls, misapplications, and recommendations. 3. 100030–100030. 6 indexed citations
2.
Demircioğlu, Aydın. (2025). Rethinking feature reproducibility in radiomics: the elephant in the dark. European Radiology Experimental. 9(1). 85–85. 1 indexed citations
3.
Demircioğlu, Aydın. (2024). The effect of feature normalization methods in radiomics. Insights into Imaging. 15(1). 2–2. 32 indexed citations
4.
Demircioğlu, Aydın, Philipp Dammann, Ramazan Jabbarli, et al.. (2024). Impact of post-thrombectomy isolated subarachnoid hemorrhage on neurological outcomes in patients with anterior ischemic stroke – a retrospective single-center observational study. Neuroradiology. 66(10). 1737–1745. 2 indexed citations
5.
Demircioğlu, Aydın. (2024). Applying oversampling before cross-validation will lead to high bias in radiomics. Scientific Reports. 14(1). 11563–11563. 7 indexed citations
6.
Demircioğlu, Aydın. (2023). Are deep models in radiomics performing better than generic models? A systematic review. European Radiology Experimental. 7(1). 11–11. 32 indexed citations
7.
Demircioğlu, Aydın. (2023). Deep Features from Pretrained Networks Do Not Outperform Hand-Crafted Features in Radiomics. Diagnostics. 13(20). 3266–3266. 6 indexed citations
8.
Demircioğlu, Aydın, Kai Naßenstein, & Lale Umutlu. (2023). Pediatric age estimation from thoracic and abdominal CT scout views using deep learning. Scientific Reports. 13(1). 2274–2274. 2 indexed citations
9.
Demircioğlu, Aydın. (2022). Evaluation of the dependence of radiomic features on the machine learning model. Insights into Imaging. 13(1). 28–28. 21 indexed citations
10.
Demircioğlu, Aydın, et al.. (2022). Pediatric age estimation from radiographs of the knee using deep learning. European Radiology. 32(7). 4813–4822. 6 indexed citations
11.
Schaarschmidt, Benedikt M., Roman Kloeckner, Aydın Demircioğlu, et al.. (2022). Real-Life Experience in the Treatment of Intrahepatic Cholangiocarcinoma by90Y Radioembolization: A Multicenter Retrospective Study. Journal of Nuclear Medicine. 64(4). 529–535. 10 indexed citations
12.
Demircioğlu, Aydın. (2021). Measuring the bias of incorrect application of feature selection when using cross-validation in radiomics. Insights into Imaging. 12(1). 172–172. 58 indexed citations
13.
Li, Yan, Stefanie Bertram, Benedikt M. Schaarschmidt, et al.. (2020). 18F-FDG PET/MR versus MR Alone in Whole-Body Primary Staging and Restaging of Patients with Rectal Cancer: What Is the Benefit of PET?. Journal of Clinical Medicine. 9(10). 3163–3163. 12 indexed citations
14.
Demircioğlu, Aydın, Johannes Grueneisen, Marc Ingenwerth, et al.. (2020). A rapid volume of interest-based approach of radiomics analysis of breast MRI for tumor decoding and phenotyping of breast cancer. PLoS ONE. 15(6). e0234871–e0234871. 37 indexed citations
15.
Martin, Ole, Benedikt M. Schaarschmidt, Julian Kirchner, et al.. (2019). PET/MRI Versus PET/CT for Whole-Body Staging: Results from a Single-Center Observational Study on 1,003 Sequential Examinations. Journal of Nuclear Medicine. 61(8). 1131–1136. 68 indexed citations
16.
Kowalczyk, Wojciech, Aydın Demircioğlu, Sharaf-Eldin Shehada, et al.. (2019). An in vitro comparison of flow dynamics of the Magna Ease and the Trifecta prostheses. Minimally Invasive Therapy & Allied Technologies. 29(2). 78–85. 7 indexed citations
17.
Wendt, Daniel, Sharaf-Eldin Shehada, Ender Demircioğlu, et al.. (2019). Transit time flow measurement and high frequency ultrasound epicardial imaging to guide coronary artery bypass surgery. The Journal of Cardiovascular Surgery. 60(2). 245–250. 4 indexed citations
18.
Li, Yan, Benedikt M. Schaarschmidt, Lale Umutlu, et al.. (2019). 18F-FDG PET-MR enterography in predicting histological active disease using the Nancy index in ulcerative colitis: a randomized controlled trial. European Journal of Nuclear Medicine and Molecular Imaging. 47(4). 768–777. 15 indexed citations
19.
Grueneisen, Johannes, Benedikt M. Schaarschmidt, Aydın Demircioğlu, et al.. (2019). 18F-FDG PET/MRI for Therapy Response Assessment of Isolated Limb Perfusion in Patients with Soft-Tissue Sarcomas. Journal of Nuclear Medicine. 60(11). 1537–1542. 18 indexed citations
20.
Kowalczyk, Wojciech, Aydın Demircioğlu, Sharaf-Eldin Shehada, et al.. (2018). The Fluid Dynamical Performance of the Carpentier-Edwards PERIMOUNT Magna Ease Prosthesis. BioMed Research International. 2018. 1–9. 3 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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