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TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods2024 BMJ article Decision Sciences Meta-analysis and systematic reviews Open access cited by 3 patents
Professor Gary S. Collins, Karel G.M. Moons, Paula Dhiman, Richard D Riley, Andrew L. Beam, Ben Van Calster, +27 more
3,889citations -
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 -
Surrogate-free machine learning-based organ dose reconstruction for pediatric abdominal radiotherapy2020 Physics in Medicine and Biology article Physics and Astronomy Advanced Radiotherapy Techniques Open access
Marco Virgolin, Ziyuan Wang, Brian V. Balgobind, Irma W.E.M. van Dijk, J. Wiersma, P.S. Kroon, +8 more
3citations -
Discovery of liquid crystalline polymers with high thermal conductivity using machine learning2025 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access
Hayato Maeda, Stephen Wu, Rika Marui, Erina Yoshida, Kan Hatakeyama‐Sato, Yuta Nabae, +13 more
16citations -
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 -
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