Robert Graf

874 total citations
28 papers, 468 citations indexed

About

Robert Graf is a scholar working on Materials Chemistry, Biomedical Engineering and Radiology, Nuclear Medicine and Imaging. According to data from OpenAlex, Robert Graf has authored 28 papers receiving a total of 468 indexed citations (citations by other indexed papers that have themselves been cited), including 8 papers in Materials Chemistry, 7 papers in Biomedical Engineering and 6 papers in Radiology, Nuclear Medicine and Imaging. Recurrent topics in Robert Graf's work include Medical Imaging and Analysis (5 papers), Plasma Diagnostics and Applications (5 papers) and Radiomics and Machine Learning in Medical Imaging (4 papers). Robert Graf is often cited by papers focused on Medical Imaging and Analysis (5 papers), Plasma Diagnostics and Applications (5 papers) and Radiomics and Machine Learning in Medical Imaging (4 papers). Robert Graf collaborates with scholars based in Germany, United States and United Kingdom. Robert Graf's co-authors include Ralph E. Grim, D. Finsterbusch, W. Aßmus, B. Kindler, B. Lüthi, Franz Ritter, J. Chrubasik, Eran Geller, S. Chrubasik and B. C. Deaton and has published in prestigious journals such as Nature, Physical review. B, Condensed matter and Journal of Applied Physics.

In The Last Decade

Robert Graf

26 papers receiving 452 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Robert Graf Germany 10 119 116 88 85 78 28 468
Zhi Gang Cheng China 14 110 0.9× 42 0.4× 92 1.0× 41 0.5× 28 0.4× 53 463
Emmanuel Bourgeois France 13 262 2.2× 129 1.1× 34 0.4× 34 0.4× 16 0.2× 45 725
E. Pitt United States 10 181 1.5× 16 0.1× 20 0.2× 67 0.8× 43 0.6× 36 401
Sudook Kim United States 11 263 2.2× 47 0.4× 60 0.7× 185 2.2× 4 0.1× 19 597
Huan Ma China 12 182 1.5× 76 0.7× 40 0.5× 379 4.5× 7 0.1× 28 567
Xintao Zhang China 12 159 1.3× 73 0.6× 90 1.0× 145 1.7× 6 0.1× 68 633
Mandeep Kaur India 15 317 2.7× 150 1.3× 148 1.7× 37 0.4× 13 0.2× 62 671
Tien B. Tran United States 10 221 1.9× 28 0.2× 21 0.2× 115 1.4× 18 0.2× 10 408
Jan M. Chabala United States 11 163 1.4× 14 0.1× 14 0.2× 120 1.4× 15 0.2× 24 515
Guanqun Li China 12 125 1.1× 43 0.4× 22 0.3× 116 1.4× 5 0.1× 42 402

Countries citing papers authored by Robert Graf

Since Specialization
Citations

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

Fields of papers citing papers by Robert Graf

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Robert Graf

This figure shows the co-authorship network connecting the top 25 collaborators of Robert Graf. A scholar is included among the top collaborators of Robert Graf 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 Robert Graf. Robert Graf 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.
Würm, Reinhard, Robert Graf, Jan Valošek, et al.. (2025). Automatic segmentation of spinal cord lesions in MS: A robust tool for axial T2-weighted MRI scans. Imaging Neuroscience. 3. 1 indexed citations
2.
Graf, Robert, et al.. (2025). From MRI to FEM: an automated pipeline for biomechanical simulations of vertebrae and intervertebral discs. Frontiers in Bioengineering and Biotechnology. 12. 1485115–1485115. 7 indexed citations
3.
Scholz, Dominik, Jan C. Peeken, Robert Graf, et al.. (2025). Random Convolutions for Domain Generalization of Deep Learning–based Medical Image Segmentation Models. Radiology Artificial Intelligence. 8(1). e240502–e240502.
4.
Graf, Robert, Henry Völzke, Robin Bülow, et al.. (2025). VIBESegmentator: full body MRI segmentation for the NAKO and UK Biobank. European Radiology.
5.
Nicolini, Luis Fernando, et al.. (2025). Neural network surrogate and projected gradient descent for fast and reliable finite element model calibration: A case study on an intervertebral disc. Computers in Biology and Medicine. 186. 109646–109646. 1 indexed citations
6.
Graf, Robert, et al.. (2024). Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder. arXiv (Cornell University). 2(iMIMIC 2023). 2103–2125. 3 indexed citations
7.
Graf, Robert, Karolin J. Paprottka, Olivia Kertels, et al.. (2024). Generating synthetic high-resolution spinal STIR and T1w images from T2w FSE and low-resolution axial Dixon. European Radiology. 35(4). 1761–1771. 2 indexed citations
8.
Graf, Robert, et al.. (2023). Attention-based Saliency Maps Improve Interpretability of Pneumothorax Classification. Radiology Artificial Intelligence. 5(2). e220187–e220187. 27 indexed citations
9.
Graf, Robert, Sarah Schlaeger, Anjany Sekuboyina, et al.. (2023). Denoising diffusion-based MRI to CT image translation enables automated spinal segmentation. European Radiology Experimental. 7(1). 70–70. 15 indexed citations
10.
Graf, Robert & Wolfram Boeck. (2002). Defect sensibility of N/sub 2/-SF/sub 6/ gas mixtures with equal dielectric strength. 1. 422–425. 5 indexed citations
11.
12.
13.
Kuhlmann, Uwe, Robert Graf, J. G. Schindler, & H. Lange. (1992). Continuous Ionography (CIG) in Haemodialysis by Ion-Selective Carrier Membrane Electrodes (ISCME) with Solid Cement Contact for Flow-Through Measurement. The International Journal of Artificial Organs. 15(4). 209–212. 3 indexed citations
14.
Graf, Robert, et al.. (1984). Etude des premiers stades de decomposition d'un alliage AlCuMg. Scripta Metallurgica. 18(10). 1051–1056. 53 indexed citations
15.
Graf, Robert. (1968). The system Ag3AuS2-Ag2S. American Mineralogist. 53. 496–500. 16 indexed citations
16.
Graf, Robert, et al.. (1965). Effect of Temperature on the Mechanical Properties of Solid Pressure-Transmitting Media. II. Pyrophyllite. Journal of Applied Physics. 36(5). 1593–1596. 5 indexed citations
17.
Deaton, B. C. & Robert Graf. (1963). Pressure Distribution and Hysteresis Effects in a Tetrahedral Anvil Device. Review of Scientific Instruments. 34(1). 45–47. 10 indexed citations
18.
Graf, Robert, et al.. (1962). Phase transformations in silica-alumina-magnesia mixtures as examined by continuous X-Ray diffraction: I. talc-kaolinite compositions. American Mineralogist. 47. 1273–1283. 8 indexed citations
19.
Grim, Ralph E., et al.. (1961). Phase transformations in silica as examined by continuous x-ray diffraction. American Mineralogist. 46. 196–208. 55 indexed citations
20.
Grim, Ralph E., et al.. (1961). Phase transformations in silica-alumina mixtures as examined by continuous x-ray diffraction. American Mineralogist. 46. 1064–1076. 42 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.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Zhi Gang Cheng Breakdown of academic impact, for papers by Emmanuel Bourgeois Breakdown of academic impact, for papers by E. Pitt Breakdown of academic impact, for papers by Sudook Kim Breakdown of academic impact, for papers by Huan Ma Breakdown of academic impact, for papers by Xintao Zhang Breakdown of academic impact, for papers by Mandeep Kaur Breakdown of academic impact, for papers by Tien B. Tran Breakdown of academic impact, for papers by Jan M. Chabala Breakdown of academic impact, for papers by Guanqun Li
Rankless by CCL
2026