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A generalizable physiological model for detection of Delayed Cerebral Ischemia using Federated Learning2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Murad Megjhani, Daniel C. Nametz, Miriam Weiss, Jude P. J. Savarraj, Soon Bin Kwon, David Jinou Roh, +8 more
2citations -
Prediction of the Extent of Blood–Brain Barrier Transport Using Machine Learning and Integration into the LeiCNS-PK3.0 Model2025 Pharmaceutical Research article Computer Science Computational Drug Discovery Methods Open access
Berfin Gülave, Helle W. van den Maagdenberg, Luke van Boven, Gerard J. P. van Westen, Elizabeth C. M. de Lange, J. G. Coen van Hasselt
8citations -
Explainability of a Deep Learning Based Classification Model for ANCA-Associated Glomerulonephritis2022 Journal of the American Society of Nephrology article Computer Science Explainable Artificial Intelligence (XAI)
Maria A.C. Wester Trejo, Maryam Sadeghi, Shivam Singh, Andreas Kronbichler, Vladimı́r Tesař, Xavier Puéchal, +1 more
0citations -
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 -
Data Harmonization and Federated Learning for Multi-Cohort Dementia Research Using the OMOP Common Data Model: A Netherlands Consortium of Dementia Cohorts Case Study2024 SSRN Electronic Journal preprint Computer Science Privacy-Preserving Technologies in Data Open access
Pedro da Costa Mateus, Justine E. F. Moonen, Magdalena Beran, Eva A. Jaarsma, Sophie M. van der Landen, Joost Heuvelink, +10 more
0citations -
The Impact of Digital Histopathology Batch Effect on Deep Learning Model Accuracy and Bias2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access
Frederick Matthew Howard, James M. Dolezal, Sara E. Kochanny, Jefree J. Schulte, Heather Chen, Lara Rosaline Heij, +7 more
25citations -
Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study2021 Journal of Medical Internet Research article Computer Science AI in cancer detection Open access
Max Schmitt, Roman Christoph Maron, Achim Hekler, Albrecht Stenzinger, Axel Hauschild, Michael Weichenthal, +11 more
64citations -
A deep learning-based comparative MRI model to detect inflammatory changes in rheumatoid arthritis2023 Biomedical Signal Processing and Control article Computer Science Medical Image Segmentation Techniques Open access
Tahereh Hassanzadeh, Denis P. Shamonin, Yanli Li, Doortje I Krijbolder, M. Reijnierse, Annette H M van der Helm–van Mil, +1 more
10citations