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Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions2020 Sensors article Engineering Reliability and Maintenance Optimization Open access cited by 7 patents
Martin W. Hoffmann, Stephan Wildermuth, Ralf Gitzel, Aydin Boyaci, Jörg Gebhardt, Holger Kaul, +11 more
114citations -
Machine learning for developing a prediction model of hospital admission of emergency department patients: Hype or hope?2021 International Journal of Medical Informatics article Medicine Emergency and Acute Care Studies Open access
Anne de Hond, Wouter Raven, Laurens Schinkelshoek, Menno Iskander Gaakeer, Ewoud ter Avest, Özcan Sir, +7 more
66citations -
Investigation of reinforcement learning for shape optimization of 2D profile extrusion die geometries2023 Advances in Computational Science and Engineering article Engineering Topology Optimization in Engineering Open access
Clemens Fricke, Daniel Wolff, Marco Kemmerling, Stefanie Elgeti
7citations -
Eco-friendly production of AgNPs by ultrasound-intensified continuous method, and process evaluation via life cycle assessment and machine learning2025 Ultrasonics Sonochemistry article Materials Science Nanoparticles: synthesis and applications Open access
Juncheng Hu, Hengyi Zhu, Jiawei Zhang, K. Yang, Ning Xue, Justin Z. Lian, +3 more
4citations -
Methodological choices influence machine learning performance for predicting intracranial hypertension in traumatic brain injury2026 Scientific Reports article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
C. R. van Kaam, Cornelia Hoedemaekers, Kim J.M. Bladder, Johannes G. van der Hoeven, Jeanette Tas, Marcel J H Aries, +39 more
0citations -
Laboratory earthquake forecasting: A machine learning competition2021 Proceedings of the National Academy of Sciences article Computer Science Seismology and Earthquake Studies Open access cited by 1 patent
Paul Allan Johnson, Bertrand Rouet‐Leduc, L. J. Pyrak‐Nolte, Gregory C. Beroza, Chris J. Marone, Claudia Hulbert, +7 more
123citations -
Differential privacy preserved federated transfer learning for multi-institutional 68Ga-PET image artefact detection and disentanglement2023 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Medical Imaging Techniques and Applications Open access
Isaac Shiri, Yazdan Salimi, Mehdi Maghsudi, Elnaz Jenabi, Sara Harsini, Behrooz Razeghi, +18 more
33citations -
Deep learning based automation of mean linear intercept quantification in COPD research2025 Frontiers in Big Data article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Lars Leyendecker, Anna Louisa Weltin, Florian Nienhaus, Michaela Matthey, Bastian Nießing, Daniela Wenzel, +1 more
2citations -
Usability and Usefulness of Machine Learning–Based Clinical Decision Support Software in Primary Care: Survey of Users in a Prospective Observational Study2026 JMIR Medical Informatics article Health Professions Electronic Health Records Systems Open access
Willem Ernst Herter, Janine Khuc, Tobias Nicolaas Bonten, Robert A. Verheij, Mattijs Everard Numans, Niels Henrik Chavannes
1citations -
Hybrid Deep Learning‐Based Networks for Deterministic and Probabilistic Wind Nowcasting Within a Wake Vortex Warning System for Vertiport Operations2026 Meteorological Applications article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access
Sooseok Lee, Frank N. Holzäpfel, Anton Stephan, Dieter Moormann
0citations -
Distributed Unsupervised Learning for Combinatorial User Assignment in mmWave Cell-Free Massive MIMO Using Graph Neural Networks2026 IEEE Transactions on Wireless Communications article Engineering Advanced MIMO Systems Optimization Open access
Bile Peng, Bihan Guo, Karl-Ludwig Besser, Luca Kunz, Zhengyang Li, Ramprasad Raghunath, +4 more
0citations -
Designing the learning of intraprofessional collaboration among medical residents2022 Medical Education article Health Professions Interprofessional Education and Collaboration Open access
Natasja Looman, Jacqueline d Graaf, Bart P. A. Thoonen, Dieneke van Asselt, Esther DE GROOT, Anneke W. M. Kramer, +2 more
21citations