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Stefan Bonn
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2020 – today
- 2024
- [j8]Sina Abdollahi, Darius P. Schaub, Madalena Barroso, Nora C. Laubach, Wiebke Hutwelker, Ulf Panzer, S. øren W. Gersting, Stefan Bonn:
A comprehensive comparison of deep learning-based compound-target interaction prediction models to unveil guiding design principles. J. Cheminformatics 16(1): 118 (2024) - 2023
- [j7]Anna-Maria Liebhoff, Kevin Menden, Alena Laschtowitz, Andre Franke, Christoph Schramm, Stefan Bonn:
Pathogen detection in RNA-seq data with Pathonoia. BMC Bioinform. 24(1): 53 (2023) - 2022
- [c6]Robin Khatri, Stefan Bonn:
Uncertainty Estimation for Single-cell Label Transfer. COPA 2022: 109-128 - [c5]Patrick Fuhlert, Anne Ernst, Esther Dietrich, Fabian Westhaeusser, Karin Kloiber, Stefan Bonn:
Deep Learning-Based Discrete Calibrated Survival Prediction. ICDH 2022: 169-174 - [i5]Patrick Fuhlert, Anne Ernst, Esther Dietrich, Fabian Westhaeusser, Karin Kloiber, Stefan Bonn:
Deep Learning-Based Discrete Calibrated Survival Prediction. CoRR abs/2208.08182 (2022) - 2021
- [j6]Daniel Sumner Magruder, Anna-Maria Liebhoff, Jörn Bethune, Stefan Bonn:
Interactive gene networks with KNIT. Bioinform. 37(2): 276-278 (2021) - [c4]Ann-Katrin Thebille, Esther Dietrich, Martin Klaus, Lukas Gernhold, Maximilian Lennartz, Christoph Kuppe, Rafael Kramann, Tobias B. Huber, Guido Sauter, Victor G. Puelles, Marina Zimmermann, Stefan Bonn:
Deep Learning-Based Bias Transfer for Overcoming Laboratory Differences of Microscopic Images. MIUA 2021: 322-336 - [c3]Esther Dietrich, Patrick Fuhlert, Anne Ernst, Guido Sauter, Maximilian Lennartz, H. Siegfried Stiehl, Marina Zimmermann, Stefan Bonn:
Towards Explainable End-to-End Prostate Cancer Relapse Prediction from H&E Images Combining Self-Attention Multiple Instance Learning with a Recurrent Neural Network. ML4H@NeurIPS 2021: 38-53 - [i4]Ann-Katrin Thebille, Esther Dietrich, Martin Klaus, Lukas Gernhold, Maximilian Lennartz, Christoph Kuppe, Rafael Kramann, Tobias B. Huber, Guido Sauter, Victor G. Puelles, Marina Zimmermann, Stefan Bonn:
Deep learning-based bias transfer for overcoming laboratory differences of microscopic images. CoRR abs/2105.11765 (2021) - [i3]Esther Dietrich, Patrick Fuhlert, Anne Ernst, Guido Sauter, Maximilian Lennartz, H. Siegfried Stiehl, Marina Zimmermann, Stefan Bonn:
Towards Explainable End-to-End Prostate Cancer Relapse Prediction from H&E Images Combining Self-Attention Multiple Instance Learning with a Recurrent Neural Network. CoRR abs/2111.13439 (2021) - 2020
- [j5]Jelena Fiosina, Maksims Fiosins, Stefan Bonn:
Explainable Deep Learning for Augmentation of Small RNA Expression Profiles. J. Comput. Biol. 27(2): 234-247 (2020) - [j4]Raza-Ur Rahman, Anna-Maria Liebhoff, Vikas Bansal, Maksims Fiosins, Ashish Rajput, Abdul Sattar, Daniel Sumner Magruder, Sumit Madan, Ting Sun, Abhivyakti Gautam, Sven Heins, Timur Liwinski, Jörn Bethune, Claudia Trenkwalder, Juliane Fluck, Brit Mollenhauer, Stefan Bonn:
SEAweb: the small RNA Expression Atlas web application. Nucleic Acids Res. 48(Database-Issue): D204-D219 (2020)
2010 – 2019
- 2019
- [c2]Jelena Fiosina, Maksims Fiosins, Stefan Bonn:
Deep Learning and Random Forest-Based Augmentation of sRNA Expression Profiles. ISBRA 2019: 159-170 - [i2]Jelena Fiosina, Maksims Fiosins, Stefan Bonn:
Deep Learning and Random Forest-Based Augmentation of sRNA Expression Profiles. CoRR abs/1909.11943 (2019) - [i1]Jelena Fiosina, Maksims Fiosins, Stefan Bonn:
Explainable Deep Learning for Augmentation of sRNA Expression Profiles. CoRR abs/1909.11956 (2019) - 2018
- [j3]Raza-Ur Rahman, Abhivyakti Gautam, Jörn Bethune, Abdul Sattar, Maksims Fiosins, Daniel Sumner Magruder, Vincenzo Capece, Orr Shomroni, Stefan Bonn:
Oasis 2: improved online analysis of small RNA-seq data. BMC Bioinform. 19(1): 54:1-54:10 (2018) - [c1]Sumit Madan, Maksims Fiosins, Stefan Bonn, Juliane Fluck:
A semantic data integration methodology for translational neurodegenerative disease research. SWAT4LS 2018 - 2017
- [j2]Daniel Sumner Magruder, Stefan Bonn:
Root demotion: efficient post-processing of layered graphs to reduce dummy vertices for hierarchical graph drawing. J. Graph Algorithms Appl. 21(6): 1027-1038 (2017) - 2015
- [j1]Vincenzo Capece, Julio C. Garcia Vizcaino, Ramon Vidal, Raza-Ur Rahman, Tonatiuh Pena Centeno, Orr Shomroni, Irantzu Suberviola, André Fischer, Stefan Bonn:
Oasis: online analysis of small RNA deep sequencing data. Bioinform. 31(13): 2205-2207 (2015)
Coauthor Index
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last updated on 2024-11-07 20:36 CET by the dblp team
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