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Graph Learning Should Move Beyond Restrictive Views of Spectral and Message-Passing GNNs2026 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access
Antonis Vasileiou, Juan Cerviño, Pascal Frossard, Charilaos I. Kanatsoulis, Christopher Morris, Michael T. Schaub, +4 more
0citations -
Machine-learning derived algorithms for prediction of radiographic progression in early axial spondyloarthritis2022 Clinical and Experimental Rheumatology article Medicine Spondyloarthritis Studies and Treatments Open access
Romain Garofoli, Matthieu Resche‐Rigon, Christian Roux, Désirée M F M van der Heijde, Maxime Dougados, Anna Moltó
7citations -
Machine Learning Framework to Identify Individuals at Risk of Rapid Progression of Coronary Atherosclerosis: From the PARADIGM Registry2020 Journal of the American Heart Association article Medicine Cardiac Imaging and Diagnostics Open access
Donghee Han, Kranthi K. Kolli, Subhi Jamal Alaref, Lohendran Baskaran, Alexander R. van Rosendael, Heidi Gransar, +30 more
97citations -
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 -
MO386: Visualising and Differentiating Kidney Disorders by Urinary Peptidomics Using a Machine Learning Approach2022 Nephrology Dialysis Transplantation conference-abstract Medicine Chronic Kidney Disease and Diabetes
Justyna Siwy, Emmmanouil Mavrogeorgis, Tianlin He, Harald Mischak, Harald Rupprecht, Joachim Beige
1citations -
Logic Locking at the Frontiers of Machine Learning: A Survey on Developments and Opportunities2021 IFIP/IEEE International Conference on Very Large Scale Integration conference-paper Computer Science Physical Unclonable Functions (PUFs) and Hardware Security Open access
Dominik Šišejković, Lennart M. Reimann, Elmira Moussavi, Farhad Merchant, Rainer Leupers
29citations -
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