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Overlay databank unlocks data-driven analyses of biomolecules for all2024 Nature Communications article Biochemistry, Genetics and Molecular Biology Lipid Membrane Structure and Behavior Open access
Anne M. Kiirikki, Hanne Antila, Lara S. Bort, Pavel Buslaev, Fernando Favela-Rosales, Tiago Mendes Ferreira, +23 more
38citations -
Personal Health Train Architecture with Dynamic Cloud Staging2022 SN Computer Science article Computer Science IoT and Edge/Fog Computing Open access cited by 2 patents
Luiz Olavo Bonino da Silva Santos, Luís Ferreira Pires, Virginia Graciano Martinez, João Moreira, Renata S. S. Guizzardi
3citations -
Aspen Open Jets: unlocking LHC data for foundation models in particle physics2025 Machine Learning Science and Technology article Physics and Astronomy Particle physics theoretical and experimental studies Open access
Oz Amram, Luca Anzalone, Joschka Birk, Darius A. Faroughy, Anna Hallin, Gregor Kasieczka, +3 more
8citations -
3D fluorescence microscopy data synthesis for segmentation and benchmarking2021 PLoS ONE article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access cited by 1 patent
Dennis Eschweiler, Malte Rethwisch, Mareike Jarchow, Simon Koppers, Johannes Stegmaier
23citations -
Overcoming data scarcity in biomedical imaging with a foundational multi-task model2024 Nature Computational Science article Computer Science Domain Adaptation and Few-Shot Learning Open access
Till Nicke, Henning Höfener, Annkristin Lange, Dorit Merhof, Friedrich Feuerhake, Volkmar Schulz, +2 more
73citations -
Data-centric approach to uncover and mitigate representation bias in AI segmentation of esophageal tumors on CT2026 European Journal of Radiology Artificial Intelligence article Computer Science Medical Image Segmentation Techniques Open access
Corentin Guérendel, Maria Joanna Valkema, Youssef Ghosn, Stephan Ursprung, Darren Cowzer, Steven J. Chen, +5 more
1citations -
Synthetic Data Generation for AI-Informed End-of-Line Testing for Lithium-Ion Battery Production2025 World Electric Vehicle Journal article Engineering Advanced Battery Technologies Research Open access
Tessa Krause, Daniel Nusko, Johannes Rittmann, Luciana Pitta Bauermann, Moritz Kroll, Carlo Holly
7citations -
PASTA-4-PHT: a pipeline for automated security and technical audits for the personal health train2026 BMC Medical Informatics and Decision Making article Computer Science Security and Verification in Computing Open access
Sascha Welten, Ahmet Polat, Martin Görz, Maximilian Jugl, Laurenz Neumann, Johannes Lohmöller, +2 more
1citations -
When Data Are Lacking: Physics-Based Inverse Design of Biopolymers Interacting with Complex, Fluid Phases2024 Journal of Chemical Theory and Computation article Biochemistry, Genetics and Molecular Biology Protein Structure and Dynamics Open access
Jeroen Methorst, Niek van Hilten, Art Hoti, Kai Steffen Stroh, Herre Jelger Risselada
10citations -
microbeSEG: A deep learning software tool with OMERO data management for efficient and accurate cell segmentation2022 PLoS ONE article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Tim Scherr, Johannes Seiffarth, Bastian Wollenhaupt, Oliver Neumann, Marcel P. Schilling, Dietrich Kohlheyer, +3 more
11citations -
Introducing a microstructure-embedded autoencoder approach for reconstructing high-resolution solution field data from a reduced parametric space2024 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access
Rasoul Najafi Koopas, Shahed Rezaei, Natalie Rauter, Richard Ostwald, Rolf Lammering
5citations -
A data-driven EIS approach for developing PEM fuel cell operation maps: A pathway towards applying neural networks2025 International Journal of Hydrogen Energy article Engineering Fuel Cells and Related Materials Open access
Oliver Schopen, Leon Bellinghausen, Thomas Esch, Bahman Shabani
6citations -
Evolutionary Probability and Stacked Regressions Enable Data-Driven Protein Engineering with Minimized Experimental Effort2024 Journal of Chemical Information and Modeling article Biochemistry, Genetics and Molecular Biology Protein Structure and Dynamics
Alexander-Maurice Illig, Niklas E. Siedhoff, Mehdi D. Davari, Ulrich Schwaneberg
3citations