Stefan Bauer

13.6k total citations · 4 hit papers
90 papers, 3.6k citations indexed

About

Stefan Bauer is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Radiology, Nuclear Medicine and Imaging. According to data from OpenAlex, Stefan Bauer has authored 90 papers receiving a total of 3.6k indexed citations (citations by other indexed papers that have themselves been cited), including 28 papers in Artificial Intelligence, 24 papers in Computer Vision and Pattern Recognition and 13 papers in Radiology, Nuclear Medicine and Imaging. Recurrent topics in Stefan Bauer's work include Medical Image Segmentation Techniques (14 papers), Brain Tumor Detection and Classification (8 papers) and Radiomics and Machine Learning in Medical Imaging (8 papers). Stefan Bauer is often cited by papers focused on Medical Image Segmentation Techniques (14 papers), Brain Tumor Detection and Classification (8 papers) and Radiomics and Machine Learning in Medical Imaging (8 papers). Stefan Bauer collaborates with scholars based in Switzerland, Germany and United States. Stefan Bauer's co-authors include Lutz-P. Nolte, Mauricio Reyes, Roland Wiest, Mauricio Reyes, Bernhard Schölkopf, Francesco Locatello, Anirudh Goyal, Yoshua Bengio, Nan Rosemary Ke and Nal Kalchbrenner and has published in prestigious journals such as Science, Proceedings of the National Academy of Sciences and Nature Medicine.

In The Last Decade

Stefan Bauer

81 papers receiving 3.5k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

A survey of MRI-based medical image analysis for brain tumor studies

2013 686 citations Stefan Bauer, Roland Wiest et al. profile →
Toward Causal Representation Learning

2021 519 citations Bernhard Schölkopf, Francesco Locatello et al. Proceedings of the IEEE profile →
Machine learning–enabled high-entropy alloy discovery

2022 461 citations Ziyuan Rao, Po‐Yen Tung et al. Science profile →
Causal machine learning for predicting treatment outcomes

2024 95 citations Stefan Bauer et al. profile →

Peers

Countries citing papers authored by Stefan Bauer

Since Specialization

Citations

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

Fields of papers citing papers by Stefan Bauer

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Stefan Bauer

This figure shows the co-authorship network connecting the top 25 collaborators of Stefan Bauer. A scholar is included among the top collaborators of Stefan Bauer 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 Stefan Bauer. Stefan Bauer is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Frequent longitudinal blood microsampling and proteome monitoring identify disease markers and enable timely intervention in a mouse model of type 1 diabetes 2025 ·Diabetologia ·Anirudra Parajuli, (unknown), (unknown), Virginia M. Stone, Emma Ringqvist, Marta Butrym, (unknown), (unknown), Stefan Bauer, Niclas Roxhed, Jochen M. Schwenk, Malin Flodström‐Tullberg	0
2	Molecular causality in the advent of foundation models 2024 ·Molecular Systems Biology ·Sebastian Lobentanzer, Pablo Rodríguez-Mier, Stefan Bauer, Julio Sáez-Rodríguez	7
3	Diffusion-Based Causal Representation Learning 2024 ·Entropy ·(unknown), (unknown), Stefan Bauer, Karl Henrik Johansson, (unknown)	1
4	Pyfectious: An individual-level simulator to discover optimal containment policies for epidemic diseases 2023 ·PLoS Computational Biology ·Arash Mehrjou, (unknown), (unknown), Samir Bhatt, Bernhard Schölkopf, Stefan Bauer	1
5	Quantitative three-dimensional imaging of chemical short-range order via machine learning enhanced atom probe tomography 2023 ·Nature Communications ·Yue Li, Ye Wei, Zhangwei Wang, X.C. Liu, (unknown), Liuliu Han, Ziyuan Rao, Xuyang Zhou, Liam Huber, (unknown), Yilun Gong, Jörg Neugebauer, Andreas Marek, Markus Rampp, Stefan Bauer, Hongxiang Li, Ian Baker, Leigh T. Stephenson, Baptiste Gault	30
6	Dexterous robotic manipulation using deep reinforcement learning and knowledge transfer for complex sparse reward‐based tasks 2022 ·Expert Systems ·(unknown), (unknown), (unknown), (unknown), Kevin McGuinness, Noel E. O’Connor, Manuel Wüthrich, (unknown), Stefan Bauer, Stephen J. Redmond	10
7	Machine learning–enabled high-entropy alloy discovery breakdown → 2022 ·Science ·Ziyuan Rao, Po‐Yen Tung, Ruiwen Xie, Ye Wei, Hongbin Zhang, Alberto Ferrari, T.P.C. Klaver, Fritz Körmann, Prithiv Thoudden Sukumar, Alisson Kwiatkowski da Silva, Yao Chen, Zhiming Li, Dirk Ponge, Jörg Neugebauer, Oliver Gutfleisch, Stefan Bauer, Dierk Raabe	461
8	On the Transfer of Disentangled Representations in Realistic Settings 2021 ·MPG.PuRe (Max Planck Society) ·(unknown), (unknown), Francesco Locatello, Manuel Wüthrich, (unknown), Ole Winther, Stefan Bauer, Bernhard Schölkopf	8
9	Rapid and reversible control of human metabolism by individual sleep states 2021 ·Cell Reports ·Nora Nowak, Thomas Gaisl, (unknown), Ričards Marcinkevičs, Martin Osswald, Stefan Bauer, Joachim M. Buhmann, Renato Zenobi, Pablo Sinues, Steven A. Brown, Malcolm Kohler	34
10	Toward Causal Representation Learning breakdown → 2021 ·Proceedings of the IEEE ·Bernhard Schölkopf, Francesco Locatello, Stefan Bauer, Nan Rosemary Ke, Nal Kalchbrenner, Anirudh Goyal, Yoshua Bengio	519
11	Convolutional neural network-assisted recognition of nanoscale L12 ordered structures in face-centred cubic alloys 2021 ·npj Computational Materials ·Yue Li, Xuyang Zhou, (unknown), Ye Wei, Andreas Marek, Hongxiang Li, Stefan Bauer, Markus Rampp, Leigh T. Stephenson	21
12	Clinical Predictive Models for COVID-19: Systematic Study 2020 ·Journal of Medical Internet Research ·Patrick Schwab, (unknown), (unknown), Stefan Bauer	68
13	Structural Autoencoders Improve Representations for Generation and Transfer. 2020 ·arXiv (Cornell University) ·(unknown), (unknown), Stefan Bauer, Bernhard Schölkopf	1
14	Structured Representation Learning using Structural Autoencoders and Hybridization 2020 ·arXiv (Cornell University) ·(unknown), (unknown), Stefan Bauer, Bernhard Schölkopf	1
15	TU-AB-BRA-11: Evaluation of Fully Automatic Volumetric GBM Segmentation in the TCGA-GBM Dataset: Prognosis and Correlation with VASARI Features 2015 ·Medical Physics ·Emmanuel Rios Velazquez, Raphael Meier, Walter Dunn, Bonnie Alexander, Roland Wiest, Stefan Bauer, David A. Gutman, Mauricio Reyes, Hugo J.W.L. Aerts	2
16	Fully automatic GBM segmentation in the TCGA-GBM dataset: Prognosis and correlation with VASARI features 2015 ·Scientific Reports ·Emmanuel Rios Velazquez, Raphael Meier, William D. Dunn, Brian M. Alexander, Roland Wiest, Stefan Bauer, David A. Gutman, Mauricio Reyes, Hugo J.W.L. Aerts	68
17	A Hybrid Model for Multimodal Brain Tumor Segmentation 2013 ·Bern Open Repository and Information System (University of Bern) ·Raphael Meier, Stefan Bauer, Johannes Slotboom, Roland Wiest, Mauricio Reyes	54
18	IT operational risk awareness building in banking companies: A preliminary research design highlighting the importance of risk cultures and control systems 2013 ·WU Research ·Stefan Bauer, Edward Bernroider	1
19	A Literature Review on Operational IT Risks and Regulations of Institutions in the Financial Service Sector 2012 ·WU Research ·Stefan Bauer	3
20	REQUIREMENTS MANAGEMENT IN EARLY STAGES OF MECHATRONIC DESIGN BY VISUALISATION OF INTERDEPENDENCIES 2008 ·(unknown), Stefan Bauer, (unknown), Harald Meerkamm	1

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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