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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 -
Evaluation of Virtual Methods for Training Neural Networks in Agricultural Applications2020 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor) conference-paper Agricultural and Biological Sciences Smart Agriculture and AI
Jorge Luis Jiménez Aparicio, Jörn Thieling, Jürgen Roßmann, Rudiger Bosdorf
0citations -
Noisecut: a python package for noise-tolerant classification of binary data using prior knowledge integration and max-cut solutions2024 BMC Bioinformatics software-paper Computer Science Machine Learning and Data Classification Open access
Moein E. Samadi, Hedieh Mirzaieazar, Alexander Mitsos, Andreas Schuppert
5citations -
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
36citations -
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 -
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