Isabelle Ayx

492 total citations
23 papers, 307 citations indexed

About

Isabelle Ayx is a scholar working on Radiology, Nuclear Medicine and Imaging, Biomedical Engineering and Cardiology and Cardiovascular Medicine. According to data from OpenAlex, Isabelle Ayx has authored 23 papers receiving a total of 307 indexed citations (citations by other indexed papers that have themselves been cited), including 21 papers in Radiology, Nuclear Medicine and Imaging, 19 papers in Biomedical Engineering and 4 papers in Cardiology and Cardiovascular Medicine. Recurrent topics in Isabelle Ayx's work include Advanced X-ray and CT Imaging (19 papers), Radiomics and Machine Learning in Medical Imaging (11 papers) and Radiation Dose and Imaging (8 papers). Isabelle Ayx is often cited by papers focused on Advanced X-ray and CT Imaging (19 papers), Radiomics and Machine Learning in Medical Imaging (11 papers) and Radiation Dose and Imaging (8 papers). Isabelle Ayx collaborates with scholars based in Germany. Isabelle Ayx's co-authors include Stefan O. Schoenberg, Matthias F. Froelich, Dominik Nörenberg, Lukas T. Rotkopf, Philipp Riffel, Jakob Weiß, Daniel Overhoff, Konstantin Nikolaou, Fabian Bamberg and Theano Papavassiliu and has published in prestigious journals such as Cancer Research, Scientific Reports and Oncotarget.

In The Last Decade

Isabelle Ayx

18 papers receiving 304 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Isabelle Ayx Germany 12 269 230 35 24 23 23 307
Narumi Taguchi Japan 10 265 1.0× 220 1.0× 7 0.2× 37 1.5× 26 1.1× 21 300
Brian Thomsen United States 7 227 0.8× 193 0.8× 17 0.5× 7 0.3× 20 0.9× 11 249
Andrea Prochowski Iamurri Italy 6 261 1.0× 256 1.1× 5 0.1× 18 0.8× 22 1.0× 11 315
Yeong Shyan Lee Singapore 7 285 1.1× 223 1.0× 63 1.8× 22 0.9× 60 2.6× 12 354
Antoi P.W. Meeuwis Netherlands 11 263 1.0× 80 0.3× 22 0.6× 18 0.8× 40 1.7× 16 335
Melissa Gaines United States 4 204 0.8× 127 0.6× 10 0.3× 14 0.6× 28 1.2× 5 301
Kazumasa Arakita Japan 9 240 0.9× 201 0.9× 35 1.0× 7 0.3× 81 3.5× 13 300
Sanne G. M. van Velzen Netherlands 8 263 1.0× 148 0.6× 101 2.9× 8 0.3× 52 2.3× 14 308
Lucia Leva Italy 10 223 0.8× 78 0.3× 47 1.3× 8 0.3× 20 0.9× 19 281

Countries citing papers authored by Isabelle Ayx

Since Specialization
Citations

This map shows the geographic impact of Isabelle Ayx'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 Isabelle Ayx with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Isabelle Ayx more than expected).

Fields of papers citing papers by Isabelle Ayx

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Isabelle Ayx. 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 Isabelle Ayx. The network helps show where Isabelle Ayx may publish in the future.

Co-authorship network of co-authors of Isabelle Ayx

This figure shows the co-authorship network connecting the top 25 collaborators of Isabelle Ayx. A scholar is included among the top collaborators of Isabelle Ayx 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 Isabelle Ayx. Isabelle Ayx 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.
Kauczor, Hans‐Ulrich, et al.. (2025). DETECT IPN: Real-World Experience with Automated Detection of Incidental Pulmonary Nodules in an All-Comer Population. Open Journal of Radiology. 15(1). 13–25.
2.
Sawall, Stefan, et al.. (2025). Development and characterization of new contrast agents for Photon-Counting CT. European Journal of Radiology. 195. 112643–112643.
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Ayx, Isabelle, et al.. (2025). Feasibility of ultra-high-resolution abdominal CT angiography in PCCT in outperforming conventional EICT. European Journal of Radiology. 186. 112050–112050.
6.
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Nörenberg, Dominik, et al.. (2024). Analysis of Epicardial Adipose Tissue Texture in Relation to Coronary Artery Calcification in PCCT: The EAT Signature!. Diagnostics. 14(3). 277–277. 6 indexed citations
8.
Rotkopf, Lukas T., Dominik Nörenberg, Philipp Riffel, et al.. (2023). Phantom-based radiomics feature test–retest stability analysis on photon-counting detector CT. European Radiology. 33(7). 4905–4914. 32 indexed citations
9.
Ayx, Isabelle, Matthias F. Froelich, Stefan Baumann, Theano Papavassiliu, & Stefan O. Schoenberg. (2023). Radiomics in Cardiac Computed Tomography. Diagnostics. 13(2). 307–307. 11 indexed citations
10.
Rotkopf, Lukas T., Matthias F. Froelich, Philipp Riffel, et al.. (2023). Influence of heart rate and heart rate variability on the feasibility of ultra-fast, high-pitch coronary photon-counting computed tomography angiography. The International Journal of Cardiovascular Imaging. 39(5). 1065–1073. 11 indexed citations
11.
Riffel, Philipp, Daniel Overhoff, Theano Papavassiliu, et al.. (2023). Pericoronary radiomics texture features associated with hypercholesterolemia on a photon-counting-CT. Frontiers in Cardiovascular Medicine. 10. 1223035–1223035. 5 indexed citations
12.
Tsiflikas, Ilias, Isabelle Ayx, Jakob Weiß, et al.. (2023). Low dose pediatric chest computed tomography on a photon counting detector system – initial clinical experience. Pediatric Radiology. 53(6). 1057–1062. 29 indexed citations
13.
Rotkopf, Lukas T., Dominik Nörenberg, Philipp Riffel, et al.. (2023). Periaortic adipose radiomics texture features associated with increased coronary calcium score—first results on a photon-counting-CT. BMC Medical Imaging. 23(1). 97–97. 8 indexed citations
14.
Tollens, Fabian, Lukas T. Rotkopf, Piotr Woźnicki, et al.. (2023). Tumor classification of gastrointestinal liver metastases using CT-based radiomics and deep learning. Cancer Imaging. 23(1). 95–95. 16 indexed citations
15.
Froelich, Matthias F., Dominik Nörenberg, Daniel Overhoff, et al.. (2022). Influence of local aortic calcification on periaortic adipose tissue radiomics texture features—a primary analysis on PCCT. The International Journal of Cardiovascular Imaging. 38(11). 2459–2467. 13 indexed citations
16.
Rotkopf, Lukas T., et al.. (2022). Evaluation of radiomics feature stability in abdominal monoenergetic photon counting CT reconstructions. Scientific Reports. 12(1). 19594–19594. 32 indexed citations
17.
Tollens, Fabian, Piotr Woźnicki, Verena Haselmann, et al.. (2022). Identification of CT Imaging Phenotypes of Colorectal Liver Metastases from Radiomics Signatures—Towards Assessment of Interlesional Tumor Heterogeneity. Cancers. 14(7). 1646–1646. 19 indexed citations
18.
Soschynski, Martin, Florian Hagen, Stefan Baumann, et al.. (2022). High Temporal Resolution Dual-Source Photon-Counting CT for Coronary Artery Disease: Initial Multicenter Clinical Experience. Journal of Clinical Medicine. 11(20). 6003–6003. 44 indexed citations
19.
Ayx, Isabelle, Dominik Nörenberg, Daniel Overhoff, et al.. (2022). Myocardial Radiomics Texture Features Associated with Increased Coronary Calcium Score—First Results of a Photon-Counting CT. Diagnostics. 12(7). 1663–1663. 21 indexed citations
20.
Ayx, Isabelle, Dominik Nörenberg, Daniel Overhoff, et al.. (2022). Comparison Study of Myocardial Radiomics Feature Properties on Energy-Integrating and Photon-Counting Detector CT. Diagnostics. 12(5). 1294–1294. 26 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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