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Optimising entanglement distribution policies under classical communication constraints assisted by reinforcement learning2025 Machine Learning Science and Technology article Computer Science Quantum Information and Cryptography Open access
Tim Coopmans, Patrick Emonts, Kenneth Goodenough, Jordi Tura, Evert van Nieuwenburg
1citations -
Multi agent reinforcement learning for online layout planning and scheduling in flexible assembly systems2024 Journal of Intelligent Manufacturing article Engineering Scheduling and Optimization Algorithms Open access cited by 2 patents
Lea Kaven, Philipp Huke, Amon Göppert, Robert Heinrich Schmitt
43citations -
Development and External Validation of a Machine Learning Model for the Early Prediction of Doses of Harmful Intracranial Pressure in Patients with Severe Traumatic Brain Injury2022 Journal of Neurotrauma article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
Giorgia Carra, Fabián Güiza, Ian Piper, Giuseppe Citerio, Andrew I.R. Maas, Bart P. Depreitere, +44 more
42citations -
Overinterpretation of findings in machine learning prediction model studies in oncology: a systematic review2023 Journal of Clinical Epidemiology review Decision Sciences Meta-analysis and systematic reviews Open access
Paula Dhiman, Jie Ma, Constanza L. Andaur Navarro, Benjamin Speich, Garrett Scott Bullock, Johanna AAG Damen, +6 more
41citations -
Built environment and travel: Tackling non-linear residential self-selection with double machine learning2025 Transportation Research Part D Transport and Environment article Social Sciences Urban Transport and Accessibility Open access
Florian Nachtigall, Felix Wagner, Peter Berrill, Felix Creutzig
39citations -
Availability of Evidence for Predictive Machine Learning Algorithms in Primary Care2024 JAMA Network Open article Medicine Artificial Intelligence in Healthcare and Education Open access
Margot M. Rakers, Marieke Meija van Buchem, Sergej Kucenko, Anne de Hond, Ilse M.J. Kant, Maarten van Smeden, +5 more
32citations -
Impact of a Machine Learning–Based Decision Support System for Urinary Tract Infections: Prospective Observational Study in 36 Primary Care Practices2022 JMIR Medical Informatics article Health Professions Electronic Health Records Systems Open access
Willem Ernst Herter, Janine Khuc, Giovanni Cinà, Bart J. Knottnerus, Mattijs Everard Numans, Maryse A. Wiewel, +5 more
27citations -
Implementing State-of-the-Art Deep Learning Approaches for Archaeological Object Detection in Remotely-Sensed Data: The Results of Cross-Domain Collaboration26citations
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Molecular Design of Fuels for Maximum Spark-Ignition Engine Efficiency by Combining Predictive Thermodynamics and Machine Learning2023 Energy & Fuels article Chemical Engineering Advanced Combustion Engine Technologies Open access
Lorenz Fleitmann, Philipp Ackermann, Johannes Schilling, Johanna Kleinekorte, Jan G. Rittig, Florian vom Lehn, +6 more
25citations -
A machine-learning classifier for LOFAR radio galaxy cross-matching techniques2022 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Radio Astronomy Observations and Technology Open access
L. Alegre, J. Sabater, P. N. Best, G. Gürkan, M. J. Hardcastle, R. Kondapally, +2 more
19citations -
Patient-Specific Finetuning of Deep Learning Models for Adaptive Radiotherapy in Prostate CT2020 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Medical Image Segmentation Techniques Open access cited by 4 patents
Mohamed S. Elmahdy, Tanuj Ahuja, Uulke A. van der Heide, Marius Staring
18citations -
Neural Language Models and Few Shot Learning for Systematic Requirements Processing in MDSE2022 ACM SIGPLAN International Conference on Software Language Engineering (SLE) conference-paper Computer Science Model-Driven Software Engineering Techniques
Vincent Bertram, Miriam Boß, Evgeny Kusmenko, Imke Helene Nachmann, Bernhard Rumpe⋆, Danilo Trotta, +1 more
12citations