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Model soups improve performance of dermoscopic skin cancer classifiers2022 European Journal of Cancer article Medicine Cutaneous Melanoma Detection and Management Open access
Roman Christoph Maron, Achim Hekler, Sarah Haggenmüller, Christof V. Kalle, Jochen Sven Utikal, Verena Alexandra Müller, +27 more
9citations -
Automatic structuring of radiology reports with on-premise open-source large language models2024 European Radiology article Medicine Artificial Intelligence in Healthcare and Education Open access
Piotr Woźnicki, Caroline Laqua, Ina Fiku, Amar Hekalo, Daniel Truhn, Sandy Engelhardt, +6 more
42citations -
Outcome prediction in resectable esophageal adenocarcinoma based on clinical variables, radiomics, and ctDNA.2023 Journal of Clinical Oncology conference-abstract Medicine Esophageal Cancer Research and Treatment Open access
Tom van den Ende, Steven C. Kuijper, Yousif Widaatalla, Wyanne A. Noortman, Floris H. P. van Velden, Henry C. Woodruff, +9 more
2citations -
Medical foundation models converge less under label supervision2026 arXiv (Cornell University) preprint Medicine Artificial Intelligence in Healthcare and Education Open access
Soroosh Tayebi Arasteh, Sebastian Ziegelmayer, Mahshad Lotfinia, Lisa Adams, Sven Nebelung, Jakob Nikolas Kather, +1 more
0citations -
Sources of variation in multicenter rectal MRI data and their effect on radiomics feature reproducibility2021 European Radiology article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Niels W. Schurink, Simon Robert van Kranen, Sander Roberti, Joost J. M. van Griethuysen, Nino Bogveradze, Francesca Castagnoli, +12 more
52citations