Richard Röttger

37 papers A* 1B 1C 2Misc 1Journal 25Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
S4CMDR: a metadata repository for electronic health records.
CoRR
Jiawei Zhao, Md Shamim Ahmed, Nicolai Dinh Khang Truong, Verena Schuster, Rudolf Mayer, Richard Röttger
2025 J jnl
Privacy-preserving multicenter differential protein abundance analysis with FedProt.
Nat. Comput. Sci.
Yuliya Burankova, Miriam Abele, Mohammad Bakhtiari, Christine von Törne, Teresa Barth, Lisa Schweizer, Pieter Giesbertz, Johannes R. Schmidt, Stefan Kalkhof, Janina Müller-Deile, Peter A. van Veelen, Yassene Mohammed, Elke Hammer, Lis Arend, Klaudia Adamowicz, Tanja Laske, Anne Hartebrodt, Tobias Frisch, Chen Meng, Julian O. Matschinske, Julian Späth, Richard Röttger, Veit Schwämmle, Stefanie M. Hauck, Stefan F. Lichtenthaler, Axel Imhof, Matthias Mann, Christina Ludwig, Bernhard Küster, Jan Baumbach, Olga I. Zolotareva
2025 J jnl
Refinement strategies for Tangram for reliable single-cell to spatial mapping.
Bioinform.
Merle Stahl, Lena J. Straßer, Chit Tong Lio, Judith Bernett, Richard Röttger, Markus List
2024 J jnl
Federated singular value decomposition for high-dimensional data.
Data Min. Knowl. Discov.
Anne Hartebrodt, Richard Röttger, David B. Blumenthal
2024 — conf
Improving Clinical Documentation of Rare Neuromuscular Diseases: Development of a Standardised Information Model.
MIE
Miriam Hübner, Elisabeth Nyoungui, Elisabetta Gazzero, Lina Hassoun, Jana Zschüntzsch, Dagmar Krefting, Josef Schepers, Richard Röttger
2024 J jnl
Post-hoc vs ante-hoc explanations: xAI design guidelines for data scientists.
Cogn. Syst. Res.
Carl Orge Retzlaff, Alessa Angerschmid, Anna Saranti, David Schneeberger, Richard Röttger, Heimo Müller, Andreas Holzinger
2024 J jnl
Privacy-Preserving Multi-Center Differential Protein Abundance Analysis with FedProt.
CoRR
Yuliya Burankova, Miriam Abele, Mohammad Bakhtiari, Christine von Törne, Teresa Barth, Lisa Schweizer, Pieter Giesbertz, Johannes R. Schmidt, Stefan Kalkhof, Janina Müller-Deile, Peter A. van Veelen, Yassene Mohammed, Elke Hammer, Lis Arend, Klaudia Adamowicz, Tanja Laske, Anne Hartebrodt, Tobias Frisch, Chen Meng, Julian O. Matschinske, Julian Späth, Richard Röttger, Veit Schwämmle, Stefanie M. Hauck, Stefan F. Lichtenthaler, Axel Imhof, Matthias Mann, Christina Ludwig, Bernhard Küster, Jan Baumbach, Olga I. Zolotareva
2023 B conf
A Comparison of Federated Aggregation Strategies and Architectures for Next-word Prediction.
IEEE Big Data
Yana Sakhnovych, Richard Röttger, Rudolf Mayer
2023 C conf
Human-in-the-Loop Integration with Domain-Knowledge Graphs for Explainable Federated Deep Learning.
CD-MAKE
Andreas Holzinger, Anna Saranti, Anne-Christin Hauschild, Jacqueline Michelle Beinecke, Dominik Heider, Richard Röttger, Heimo Müller, Jan Baumbach, Bastian Pfeifer
2023 J jnl
Privacy of Federated QR Decomposition Using Additive Secure Multiparty Computation.
IEEE Trans. Inf. Forensics Secur.
Anne Hartebrodt, Richard Röttger
2023 C conf
The Tower of Babel in Explainable Artificial Intelligence (XAI).
CD-MAKE
David Schneeberger, Richard Röttger, Federico Cabitza, Andrea Campagner, Markus Plass, Heimo Müller, Andreas Holzinger
2022 — conf
DRHDR: A Dual branch Residual Network for Multi-Bracket High Dynamic Range Imaging.
CVPR Workshops
Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger
2022 J jnl
DRHDR: A Dual branch Residual Network for Multi-Bracket High Dynamic Range Imaging.
CoRR
Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger
2022 J jnl
Federated singular value decomposition for high dimensional data.
CoRR
Anne Hartebrodt, Richard Röttger, David B. Blumenthal
2022 J jnl
MS2AI: automated repurposing of public peptide LC-MS data for machine learning applications.
Bioinform.
Tobias Greisager Rehfeldt, Konrad Krawczyk, Mathias Bøgebjerg, Veit Schwämmle, Richard Röttger
2022 — conf
NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results.
CVPR Workshops
Eduardo Pérez-Pellitero, Sibi Catley-Chandar, Richard Shaw, Ales Leonardis, Radu Timofte, Zexin Zhang, Cen Liu, Yunbo Peng, Yue Lin, Gaocheng Yu, Jin Zhang, Zhe Ma, Hongbin Wang, Xiangyu Chen, Xintao Wang, Haiwei Wu, Lin Liu, Chao Dong, Jiantao Zhou, Qingsen Yan, Song Zhang, Weiye Chen, Yuhang Liu, Zhen Zhang, Yanning Zhang, Javen Qinfeng Shi, Dong Gong, Dan Zhu, Mengdi Sun, Guannan Chen, Yang Hu, Haowei Li, Baozhu Zou, Zhen Liu, Wenjie Lin, Ting Jiang, Chengzhi Jiang, Xinpeng Li, Mingyan Han, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Chunyang Li, Long Bao, Gang He, Ziyao Xu, Li Xu, Gen Zhan, Ming Sun, Xing Wen, Junlin Li, Jinjing Li, Chenghua Li, Ruipeng Gang, Fangya Li, Chenming Liu, Shuang Feng, Fei Lei, Rui Liu, Junxiang Ruan, Tianhong Dai, Wei Li, Zhan Lu, Hengyan Liu, Peian Huang, Guangyu Ren, Yonglin Luo, Chang Liu, Qiang Tu, Sai Ma, Yizhen Cao, Steven Tel, Barthelemy Heyrman, Dominique Ginhac, Chul Lee, Gahyeon Kim, Seonghyun Park, An Gia Vien, Truong Thanh Nhat Mai, Howoon Yoon, Tu Vo, Alexander Holston, Sheir Zaheer, Chan Y. Park
2022 J jnl
NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results.
CoRR
Eduardo Pérez-Pellitero, Sibi Catley-Chandar, Richard Shaw, Ales Leonardis, Radu Timofte, Zexin Zhang, Cen Liu, Yunbo Peng, Yue Lin, Gaocheng Yu, Jin Zhang, Zhe Ma, Hongbin Wang, Xiangyu Chen, Xintao Wang, Haiwei Wu, Lin Liu, Chao Dong, Jiantao Zhou, Qingsen Yan, Song Zhang, Weiye Chen, Yuhang Liu, Zhen Zhang, Yanning Zhang, Javen Qinfeng Shi, Dong Gong, Dan Zhu, Mengdi Sun, Guannan Chen, Yang Hu, Haowei Li, Baozhu Zou, Zhen Liu, Wenjie Lin, Ting Jiang, Chengzhi Jiang, Xinpeng Li, Mingyan Han, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Chunyang Li, Long Bao, Gang He, Ziyao Xu, Li Xu, Gen Zhan, Ming Sun, Xing Wen, Junlin Li, Jinjing Li, Chenghua Li, Ruipeng Gang, Fangya Li, Chenming Liu, Shuang Feng, Fei Lei, Rui Liu, Junxiang Ruan, Tianhong Dai, Wei Li, Zhan Lu, Hengyan Liu, Peian Huang, Guangyu Ren, Yonglin Luo, Chang Liu, Qiang Tu, Sai Ma, Yizhen Cao, Steven Tel, Barthelemy Heyrman, Dominique Ginhac, Chul Lee, Gahyeon Kim, Seonghyun Park, An Gia Vien, Truong Thanh Nhat Mai, Howoon Yoon, Tu Vo, Alexander Holston, Sheir Zaheer, Chan Y. Park
2022 J jnl
Privacy of federated QR decomposition using additive secure multiparty computation.
CoRR
Anne Hartebrodt, Richard Röttger
2022 — conf
Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report.
ECCV Workshops (3)
Marcos V. Conde, Radu Timofte, Yibin Huang, Jingyang Peng, Chang Chen, Cheng Li, Eduardo Pérez-Pellitero, Fenglong Song, Furui Bai, Shuai Liu, Chaoyu Feng, Xiaotao Wang, Lei Lei, Yu Zhu, Chenghua Li, Yingying Jiang, Yong A, Peisong Wang, Cong Leng, Jian Cheng, Xiaoyu Liu, Zhicun Yin, Zhilu Zhang, Junyi Li, Ming Liu, Wangmeng Zuo, Jun Jiang, Jinha Kim, Yue Zhang, Beiji Zou, Zhikai Zong, Xiaoxiao Liu, Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Furkan Kinli, Baris Özcan, Furkan Kiraç, Li Leyi, S. M. Nadim Uddin, Dipon Kumar Ghosh, Yong Ju Jung
2022 J jnl
Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report.
CoRR
Marcos V. Conde, Radu Timofte, Yibin Huang, Jingyang Peng, Chang Chen, Cheng Li, Eduardo Pérez-Pellitero, Fenglong Song, Furui Bai, Shuai Liu, Chaoyu Feng, Xiaotao Wang, Lei Lei, Yu Zhu, Chenghua Li, Yingying Jiang, Yong A, Peisong Wang, Cong Leng, Jian Cheng, Xiaoyu Liu, Zhicun Yin, Zhilu Zhang, Junyi Li, Ming Liu, Wangmeng Zuo, Jun Jiang, Jinha Kim, Yue Zhang, Beiji Zou, Zhikai Zong, Xiaoxiao Liu, Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Furkan Kinli, Baris Özcan, Furkan Kiraç, Li Leyi, S. M. Nadim Uddin, Dipon Kumar Ghosh, Yong Ju Jung
2021 J jnl
Enabling single-cell trajectory network enrichment.
Nat. Comput. Sci.
Alexander G. B. Grønning, Mhaned Oubounyt, Kristiyan Kanev, Jesper Lund, Tim Kacprowski, Dietmar Zehn, Richard Röttger, Jan Baumbach
2021 A* conf
Federated Principal Component Analysis for Genome-Wide Association Studies.
ICDM
Anne Hartebrodt, Reza Nasirigerdeh, David B. Blumenthal, Richard Röttger
2021 J jnl
The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond.
CoRR
Julian O. Matschinske, Julian Späth, Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Anne Hartebrodt, Balázs Orbán, Sándor Fejér, Olga I. Zolotareva, Mohammad Bakhtiari, Béla Bihari, Marcus D. Bloice, Nina C. Donner, Walid Fdhila, Tobias Frisch, Anne-Christin Hauschild, Dominik Heider, Andreas Holzinger, Walter Hötzendorfer, Jan Hospes, Tim Kacprowski, Markus Kastelitz, Markus List, Rudolf Mayer, Mónika Moga, Heimo Müller, Anastasia Pustozerova, Richard Röttger, Anna Saranti, Harald H. H. W. Schmidt, Christof Tschohl, Nina Kerstin Wenke, Jan Baumbach
2020 J jnl
Privacy-preserving Artificial Intelligence Techniques in Biomedicine.
CoRR
Reihaneh Torkzadehmahani, Reza Nasirigerdeh, David B. Blumenthal, Tim Kacprowski, Markus List, Julian O. Matschinske, Julian Späth, Nina Kerstin Wenke, Béla Bihari, Tobias Frisch, Anne Hartebrodt, Anne-Christin Hauschild, Dominik Heider, Andreas Holzinger, Walter Hötzendorfer, Markus Kastelitz, Rudolf Mayer, Cristian Nogales, Anastasia Pustozerova, Richard Röttger, Harald H. H. W. Schmidt, Ameli Schwalber, Christof Tschohl, Andrea Wohner, Jan Baumbach
2017 J jnl
Efficient detection of differentially methylated regions using DiMmeR.
Bioinform.
Diogo Almeida, Ida Skov, Artur Silva, Fabio Vandin, Qihua Tan, Richard Röttger, Jan Baumbach
2017 J jnl
LifeStyle-Specific-Islands (LiSSI): Integrated Bioinformatics Platform for Genomic Island Analysis.
J. Integr. Bioinform.
Eudes Barbosa, Richard Röttger, Anne-Christin Hauschild, Siomar de Castro Soares, Sebastian Böcker, Vasco Ariston de Carvalho Azevedo, Jan Baumbach
2017 Misc conf
On the power and limits of sequence similarity based clustering of proteins into families.
PSB
Christian Wiwie, Richard Röttger
2016 J jnl
Clustering of Biological Datasets in the Era of Big Data.
J. Integr. Bioinform.
Richard Röttger
2016 J jnl
Jllumina - A comprehensive Java-based API for statistical Illumina Infinium HumanMethylation450 and MethylationEPIC data processing.
J. Integr. Bioinform.
Diogo Almeida, Ida Skov, Jesper Lund, Afsaneh Mohammadnejad, Artur Silva, Fabio Vandin, Qihua Tan, Jan Baumbach, Richard Röttger
2014 — —
Active transitivity clustering of large-scale biomedical datasets.
Richard Röttger
2014 J jnl
BacillusRegNet: A transcriptional regulation database and analysis platform for Bacillus species.
J. Integr. Bioinform.
Goksel Misirli, Jennifer Hallinan, Richard Röttger, Jan Baumbach, Anil Wipat
2014 — conf
On the limits of computational functional genomics for bacterial lifestyle prediction.
GCB
Eudes Barbosa, Richard Röttger, Anne-Christin Hauschild, Vasco Ariston de Carvalho Azevedo, Jan Baumbach
2013 J jnl
Density parameter estimation for finding clusters of homologous proteins - tracing actinobacterial pathogenicity lifestyles.
Bioinform.
Richard Röttger, Prabhav Kalaghatgi, Peng Sun, Siomar de Castro Soares, Vasco Ariston de Carvalho Azevedo, Tobias Wittkop, Jan Baumbach
2012 J jnl
CoryneRegNet 6.0 - Updated database content, new analysis methods and novel features focusing on community demands.
Nucleic Acids Res.
Josch Pauling, Richard Röttger, Andreas Tauch, Vasco Ariston de Carvalho Azevedo, Jan Baumbach
2012 J jnl
How Little Do We Actually Know? On the Size of Gene Regulatory Networks.
IEEE ACM Trans. Comput. Biol. Bioinform.
Richard Röttger, Ulrich Rückert, Jan Taubert, Jan Baumbach
2012 — conf
Online Transitivity Clustering of Biological Data with Missing Values.
GCB
Richard Röttger, Christoph Kreutzer, Thuy Duong Vu, Tobias Wittkop, Jan Baumbach
2011 J jnl
Extension and Robustness of Transitivity Clustering for Protein-Protein Interaction Network Analysis.
Internet Math.
Tobias Wittkop, Sven Rahmann, Richard Röttger, Sebastian Böcker, Jan Baumbach