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Lessons Learned from a Field Study on Deep-Learning-Based Model Predictive Control for Optimizing the Operation of Façade Ventilation Units2025 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Clara-Larissa Lorenz, Oliver Abele, Jérôme Frisch, Christoph van Treeck
0citations -
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 -
Predicting genotoxicity of viral vectors for stem cell gene therapy using gene expression-based machine learning2021 Molecular Therapy article Biochemistry, Genetics and Molecular Biology Virus-based gene therapy research Open access cited by 1 patent
Adrian Schwarzer, Steven Roger Talbot, Anton Selich, Michael Alexander Morgan, Juliane Wilhelmine Schott, Oliver Dittrich‐Breiholz, +11 more
51citations -
Serotonin depletion impairs both Pavlovian and instrumental reversal learning in healthy humans2021 Molecular Psychiatry article Neuroscience Neurotransmitter Receptor Influence on Behavior Open access
Jonathan W. Kanen, Annemieke M. Apergis-Schoute, Robyn Yellowlees, Fréderique E. Arntz, Febe E. van der Flier, Annabel C. Price, +6 more
34citations -
Catalyzing IVF outcome prediction: exploring advanced machine learning paradigms for enhanced success rate prognostication2024 Frontiers in Artificial Intelligence article Health Professions Artificial Intelligence in Healthcare Open access
Seyed‐Ali Sadegh‐Zadeh, Sanaz Khanjani, Shima Javanmardi, Bita Bayat, Zahra Naderi, Amir M. Hajiyavand
33citations -
Data harmonization and federated learning for multi-cohort dementia research using the OMOP common data model: A Netherlands consortium of dementia cohorts case study2024 Journal of Biomedical Informatics article Computer Science Privacy-Preserving Technologies in Data Open access
Pedro Mateus, Justine E. F. Moonen, Magdalena Beran, Eva A. Jaarsma, Sophie M. van der Landen, Joost Heuvelink, +11 more
31citations -
Prediction of homologous recombination deficiency from routine histology with attention-based multiple instance learning in nine different tumor types
Chiara Maria Lavinia Loeffler, Omar S. M. El Nahhas, Hannah Sophie Muti, Zunamys Itzell Carrero, Tobias Seibel, Marko van Treeck, +10 more
22citations -
Predicting targeted therapy resistance in non-small cell lung cancer using multimodal machine learning2025 Journal of Thoracic Disease article Medicine Lung Cancer Treatments and Mutations Open access cited by 1 patent
Peiying Hua, Andrea M. Olofson, Faraz Farhadi, Liesbeth M. Hondelink, Gregory Tsongalis, Konstantin H. Dragnev, +4 more
11citations -
Comparison of left ventricular mass and wall thickness between cardiac computed tomography angiography and cardiac magnetic resonance imaging using machine learning algorithms2024 European Heart Journal - Imaging Methods and Practice article Medicine Cardiac Imaging and Diagnostics Open access
Finn Y. van Driest, Rob J. van der Geest, Sharif Omara, Alexander Broersen, Jouke Dijkstra, J. Wouter Jukema, +1 more
6citations -
Identification of multicomponent LOFAR sources with multimodal deep learning2024 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Radio Astronomy Observations and Technology Open access
L. Alegre, P. N. Best, J. Sabater, Huub J. A. Röttgering, M. J. Hardcastle, Wendy L. Williams
3citations -
Statistical learning of frequent distractor locations in visual search involves regional signal suppression in early visual cortex2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Visual perception and processing mechanisms Open access
Bei Zhang, Ralph Weidner, Fredrik Allenmark, Sabine Bertleff, Gereon R. Fink, Zhuanghua Shi, +1 more
3citations