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De-novo FAIRification via an Electronic Data Capture system by automated transformation of filled electronic Case Report Forms into machine-readable data2021 Journal of Biomedical Informatics article Computer Science Research Data Management Practices Open access
Martijn G. Kersloot, Annika Jacobsen, Karlijn H.J. Groenen, Bruna dos Santos Vieira, Rajaram Kaliyaperumal, Ameen Abu–Hanna, +5 more
28citations -
Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets
Konstantin Sharafutdinov, Jayesh Sudhir Bhat, Sebastian Johannes Fritsch, Kateryna Nikulina, Moein E. Samadi, Richard Polzin, +4 more
12citations -
Development of a DNI Forecast Tool Based on Machine Learning for the Smart Operation of a Parabolic Trough Collector System with Thermal Energy Storage2024 SolarPACES Conference Proceedings conference-paper Computer Science Solar Radiation and Photovoltaics Open access
Johannes Christoph Sattler, Siddharth Dutta, Spiros Alexopoulos, Adnan Kawam, Cristiano Teixeira Boura, Ulf Herrmann, +1 more
0citations -
Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets2022 Computers & Geosciences article Computer Science Advanced Neural Network Applications Open access
Jiaxin Yu, Florian Wellmann, Simon Virgo, Marven von Domarus, Mingze Jiang, Joyce Schmatz, +1 more
30citations -
The FAIR Data Point Populator: collaborative FAIRification and population of FAIR Data Points2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Research Data Management Practices Open access
Daphne Wijnbergen, Rajaram Kaliyaperumal, Luiz Olavo Bonino da Silva Santos, Barend Mons, Marco Roos, Eleni Mina
0citations -
Data Standards and Interoperability Challenges for Biodiversity Digital Twin: A novel and transformative approach to biodiversity research and application2023 Biodiversity Information Science and Standards article Computer Science Research Data Management Practices Open access
Sharif Islam, Hanna Koivula, Dag Endresen, Erik Kusch, Dmitry Schigel, Wouter Addink
1citations -
Making sense of fossils and artefacts: a review of best practices for the design of a successful workflow for machine learning-assisted citizen science projects
Isaak Eijkelboom, Anne S. Schulp, Luc W. S. W. Amkreutz, Dylan Verheul, Wouter Verschoof‐van der Vaart, Sasja van der Vaart-Verschoof, +5 more
3citations -
NFDI4Chem - Towards a National Research Data Infrastructure for Chemistry in Germany2020 Research Ideas and Outcomes article Computer Science Research Data Management Practices Open access
Christoph Steinbeck, Oliver Koepler, Felix Bach, Sonja Herres‐Pawlis, Nicole Jung, Johannes C. Liermann, +22 more
48citations -
Generating virtual patient data for in silico clinical trials of medical devices during extracorporeal membrane oxygenation treatment2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Machine Learning in Healthcare Open access
Micha Landoll, Filippo Follegot, Stephan Eric Straßmann, Ulrich Steinseifer, Christian Karagiannidis, Michael Neidlin
0citations -
Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets2023 IEEE Open Journal of Engineering in Medicine and Biology article Computer Science Machine Learning in Healthcare Open access
Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Pejman Farhadi Ghalati, Sina Saffaran, Declan G. Bates, Jonathan G. Hardman, +5 more
12citations