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The PAU Survey and Euclid: Improving broadband photometric redshifts with multi-task learning2023 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Laura Cabayol, Martin Eriksen, J. Carretero, R. Casas, Francisco Javier Castander, Enrique Fernandez, +94 more
12citations -
Overcoming data scarcity in biomedical imaging with a foundational multi-task model2024 Nature Computational Science article Computer Science Domain Adaptation and Few-Shot Learning Open access
Till Nicke, Henning Höfener, Annkristin Lange, Dorit Merhof, Friedrich Feuerhake, Volkmar Schulz, +2 more
73citations -
Graph neural networks for surfactant multi-property prediction2024 Colloids and Surfaces A Physicochemical and Engineering Aspects article Chemistry Surfactants and Colloidal Systems Open access cited by 1 patent
Christoforos Brozos, Jan G. Rittig, Elie Akanny, Christina Kohlmann, Alexander Mitsos
30citations -
The Bigger Fish: A Comparison of Meta-Learning QSAR Models on Low-Resourced Aquatic Toxicity Regression Tasks2023 Environmental Science & Technology article Computer Science Computational Drug Discovery Methods Open access
Thalea Schlender, Markus Viljanen, Jan N. van Rijn, Felix Mohr, Willie J.G.M. Peijnenburg, Holger H. Hoos, +2 more
43citations -
Large-Scale Modeling of Sparse Protein Kinase Activity Data2023 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access
Sohvi Luukkonen, Erik Meijer, Giovanni A. Tricarico, Johan Hofmans, Pieter F. W. Stouten, Gerard J. P. van Westen, +1 more
14citations -
Stratification and prediction of drug synergy based on target functional similarity2020 npj Systems Biology and Applications article Computer Science Computational Drug Discovery Methods Open access
Mi Yang, Patricia Jaaks, Jonathan R. Dry, Mathew J. Garnett, Michael P. Menden, Julio Sáez-Rodríguez
60citations -
A comparison of modeling approaches for static and dynamic prediction of central-line bloodstream infections using electronic health records (part 1): regression models2025 Diagnostic and Prognostic Research article Computer Science Machine Learning in Healthcare Open access
Shan Gao, Elena Albu, Hein Putter, Pieter Stijnen, Frank E Rademakers, Veerle Cossey, +4 more
2citations