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Parallel Adaptive Multi-Objective Evolutionary Learning of Discretized Bayesian Network Classifiers for Clinical Data2026 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Bayesian Modeling and Causal Inference Open access
Damy M. F. Ha, Thalea Schlender, Yvette M. van der Linden, Peter A. N. Bosman, Tanja Alderliesten
0citations -
Deep learning in cancer pathology: a new generation of clinical biomarkers2020 British Journal of Cancer article Computer Science AI in cancer detection Open access cited by 2 patents
Amelie Echle, Niklas Rindtorff, Titus Josef Brinker, Tom Luedde, Alexander T. Pearson, Jakob Nikolas Kather
697citations -
Rheumatic Digital Twin: Proposed Machine Learning–Based Multimodal Framework to Inform Clinical Decision-Making2026 Journal of Medical Internet Research article Computer Science Machine Learning in Healthcare Open access
Daniyal Selani, Rachel Knevel, Marcel J. T. Reinders, Erik B. van den Akker
0citations -
New Approach to Privacy-Preserving Clinical Decision Support Systems for HIV Treatment2022 Journal of Medical Systems article Computer Science Privacy-Preserving Technologies in Data Open access
Gabriele Spini, Emiliano Mancini, Thomas Attema, Mark Abspoel, Serge Fehr, Thijs Veugen, +5 more
9citations -
Use of clustering techniques for clinical and epidemiological research: practical tips using an example from rheumatology2026 Journal of Clinical Epidemiology article Computer Science Advanced Clustering Algorithms Research Open access
Martine T Jansen, Mark Matthijs Bakker, Alexandre Rocha Sepriano, Ziv Shkedy, Robert Landewé, Sofía Ramiro, +2 more
2citations -
Predicting clinical drug response from model systems by non-linear subspace-based transfer learning2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Computational Drug Discovery Methods Open access
Soufiane M. C. Mourragui, Marco Loog, Daniël J. Vis, Kat S Moore, Anna G. Manjón, Mark A. van de Wiel, +2 more
9citations -
Large language models for structured cardiovascular data extraction: a foundation for scalable research and clinical applications2025 European Heart Journal - Digital Health article Computer Science Machine Learning in Healthcare Open access
Wouter P M van der Loo, Viktor van der Valk, Tim van den Broek, Douwe E. Atsma, Marius Staring, Roderick W.C. Scherptong
4citations -
A Simulation Study to Compare the Predictive Performance of Survival Neural Networks with Cox Models for Clinical Trial Data2021 Computational and Mathematical Methods in Medicine article Computer Science Machine Learning in Healthcare Open access
Georgios Kantidakis, Elia Mario Biganzoli, Hein Putter, Marta F. Fiocco
15citations -
Beyond benchmarks: Towards robust artificial intelligence bone segmentation in socio-technical systems2025 Expert Systems with Applications article Computer Science Medical Image Segmentation Techniques Open access
Kunpeng Xie, Lennart Johannes Gruber, Martin Crampen, Yao Li, André Filipe Ferreira, Elias Tappeiner, +43 more
3citations -
Less is More: A Call to Focus on Simpler Models in Genetic Programming for Interpretable Machine Learning2023 ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/) conference-paper Computer Science Evolutionary Algorithms and Applications Open access
Marco Virgolin, Eric Medvet, Tanja Alderliesten, Peter A. N. Bosman
0citations -
Diagnosis Classification in the Emergency Room Using Natural Language Processing2023 Studies in health technology and informatics book-chapter Computer Science Machine Learning in Healthcare Open access
Marieke Meija van Buchem, Hanna H. ‘t Hart, Pablo J. Mosteiro, Ilse M.J. Kant, Martijn P. Bauer
1citations