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Visual Assistance in Development and Validation of Bayesian Networks for Clinical Decision Support2022 IEEE Transactions on Visualization and Computer Graphics article Computer Science Bayesian Modeling and Causal Inference Open access
Juliane Müller, Seyedbehnam Beladi, Stephanie Vrede, Monique Meuschke, Peter Lucas, Johanna M. A. Pijnenborg, +1 more
7citations -
Technical and clinical validation of a novel deep learning-based white matter hyperintensity segmentation tool2025 Cerebral Circulation - Cognition and Behavior article Computer Science Medical Image Segmentation Techniques Open access
Benno G. Gesierich, Lukas Pirpamer, Dominik Meier, Michael Amann, Minne N. Cerfontaine, Frank‐Erik de Leeuw, +8 more
7citations -
Development and validation of artificial intelligence models for early detection of postoperative infections (PERISCOPE): a multicentre study using electronic health record data2024 The Lancet Regional Health - Europe article Computer Science Machine Learning in Healthcare Open access
Siri Lise van der Meijden, Anna M van Boekel, Laurens Schinkelshoek, Harry van Goor, Ewout Willem Steyerberg, Rob G. H. H. Nelissen, +4 more
12citations -
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 -
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 -
External validation of a deep learning model for automatic segmentation of skeletal muscle and adipose tissue on abdominal CT images2024 British Journal of Radiology article Computer Science Medical Image Segmentation Techniques Open access
David P.J. van Dijk, Leroy Volmer, Ralph Brecheisen, Bibi Martens, Ross Dean Dolan, Adam S. Bryce, +23 more
22citations -
Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization2021 Nature Communications article Computer Science Explainable Artificial Intelligence (XAI) Open access
Tianyu Han, Sven Nebelung, Federico Pedersoli, Markus N. Zimmermann, Maximilian Franz Schulze-Hagen, Christoph Haarburger, +4 more
42citations -
Development and Validation of an Algorithm for Segmentation of the Prostate and its Zones from Three-dimensional Transrectal Multiparametric Ultrasound Images2025 European Urology Open Science article Computer Science Medical Image Segmentation Techniques Open access
Daniël L. van den Kroonenberg, Florian Delberghe, Auke Jager, Arnoud W. Postema, Harrie P. Beerlage, Wim Zwart, +2 more
9citations -
Virtual Reality Applications for Children and Adolescents in Mental Health: A Scoping Review of Assessment and Intervention in Clinical Practice2026 Clinical Psychology & Psychotherapy article Computer Science Virtual Reality Applications and Impacts Open access
Nina Krupljanin, Lenneke R. A. Alink, Anja van der Voort, Catharina Elisabeth Bergwerff
0citations -
Next-generation lung cancer pathology: Development and validation of diagnostic and prognostic algorithms2024 Cell Reports Medicine article Computer Science AI in cancer detection Open access cited by 1 patent
Carina Kludt, Yuan Wang, Andrey Bychkov, Junya Fukuoka, Nadine Therese Gaisa, Mark Kühnel, +13 more
29citations -
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