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Training of AI Models Beyond the Local Dataset Using Federated Learning with 695,000 Non-Identically-Labeled Chest Radiographs2023 RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren article Computer Science Privacy-Preserving Technologies in Data
Soroosh Tayebi Arasteh, Peter Isfort, Marwin-Jonathan Sähn, Christiane Katharina Kuhl, Daniel Truhn, Sven Nebelung
0citations -
Evaluating chemical similarity as a measure to identify potential substances of very high concern2020 Regulatory Toxicology and Pharmacology article Computer Science Computational Drug Discovery Methods Open access
Pim N.H. Wassenaar, Emiel Rorije, Martina G. Vijver, Willie J.G.M. Peijnenburg
19citations -
Feature analysis for proper intensity scaling and feature distinction in class activation maps2025 Knowledge-Based Systems article Computer Science Explainable Artificial Intelligence (XAI) Open access
Yanli Li, Denis P. Shamonin, Tahereh Hassanzadeh, M. Reijnierse, Annette H M van der Helm–van Mil, Berend C. Stoel
1citations -
Multi-institutional PET/CT image segmentation using federated deep transformer learning2023 Computer Methods and Programs in Biomedicine article Computer Science Privacy-Preserving Technologies in Data Open access cited by 1 patent
Isaac Shiri, Behrooz Razeghi, Alireza Vafaei Sadr, Mehdi Amini, Yazdan Salimi, Sohrab Ferdowsi, +4 more
32citations -
Adoption and Effects of Software Engineering Best Practices in Machine Learning2020 Zenodo (CERN European Organization for Nuclear Research) conference-paper Computer Science Software Engineering Techniques and Practices Open access
Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser
21citations -
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 -
Adoption and Effects of Software Engineering Best Practices in Machine Learning - Supplementary Material2020 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Software Engineering Techniques and Practices Open access
Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser
1citations -
Adoption and Effects of Software Engineering Best Practices in Machine Learning2020 Zenodo (CERN European Organization for Nuclear Research) conference-paper Computer Science Software Engineering Techniques and Practices Open access
Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser
0citations -
Adoption and Effects of Software Engineering Best Practices in Machine Learning2020 Zenodo (CERN European Organization for Nuclear Research) conference-paper Computer Science Software Engineering Techniques and Practices Open access
Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser
0citations -
Adoption and Effects of Software Engineering Best Practices in Machine Learning2020 Zenodo (CERN European Organization for Nuclear Research) conference-paper Computer Science Software Engineering Techniques and Practices Open access
Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser
0citations -
Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging2024 Communications Medicine article Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Alexander Ziller, Christiane Katharina Kuhl, Marcus R. Makowski, Sven Nebelung, Rickmer Braren, +3 more
52citations -
StepMix: A Python Package for Pseudo-Likelihood Estimation of Generalized Mixture Models with External Variables2023 arXiv (Cornell University) software-paper Computer Science Bayesian Methods and Mixture Models Open access
Sacha Morin, Robin Legault, Zsuzsa Bakk, Charles‐Édouard Giguère, Roxane de la Sablonnière, Éric Lacourse
8citations