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Understanding random resampling techniques for class imbalance correction and their consequences on calibration and discrimination of clinical risk prediction models2024 Journal of Biomedical Informatics article Computer Science Imbalanced Data Classification Techniques Open access
Marco Piccininni, Maximilian Wechsung, Ben Van Calster, Jessica Lee Rohmann, Stefan Konigorski, Maarten van Smeden
42citations -
Assess and validate predictive performance of models for in-hospital mortality in COVID-19 patients: A retrospective cohort study in the Netherlands comparing the value of registry data with high-granular electronic health records2022 International Journal of Medical Informatics article Computer Science Machine Learning in Healthcare Open access
Iacopo Vagliano, Ameen Abu–Hanna, Dave Anton Dongelmans, Dylan W. de Lange, Diederik A M P J Gommers, Olaf L. Cremer, +40 more
9citations -
Artificial Intelligence-based Segmentation of Residual Pancreatic Cancer in Resection Specimens Following Neoadjuvant Treatment (ISGPP-2)2024 The American Journal of Surgical Pathology article Computer Science AI in cancer detection Open access
Boris V. Janssen, Bart Oteman, Mahsoem Ali, P. Valkema, Volkan N. Adsay, Olca Baştürk, +22 more
6citations -
Deep learning for automated segmentation of central cartilage tumors on MRI2025 European Radiology Experimental article Computer Science Medical Image Segmentation Techniques Open access
Salvatore Gitto, Anna Corti, Kirsten van Langevelde, Ana Navas Cañete, Antonino Cincotta, Carmelo Messina, +5 more
4citations -
Pooled two-cohort MRI body composition phenotyping with open-source deep learning2026 Communications Medicine article Computer Science Medical Image Segmentation Techniques Open access
Christian J. Mertens, Hartmut Häntze, Sebastian Ziegelmayer, Jakob Nikolas Kather, Daniel Truhn, Su Hwan Kim, +30 more
0citations -
Prediction of heart transplant rejection from routine pathology slides with self-supervised deep learning2023 European Heart Journal - Digital Health article Computer Science AI in cancer detection Open access
Tobias Paul Seraphin, Mark Luedde, Christoph Roderburg, Marko van Treeck, Pascal Scheider, Roman David Buelow, +11 more
33citations -
Deep learning detects premalignant lesions in the Fallopian tube2024 npj Women s Health article Computer Science AI in cancer detection Open access cited by 1 patent
Joep M. A. Bogaerts, John‐Melle Bokhorst, Michiel Simons, Majke H.D. van Bommel, Miranda P. Steenbeek, Joanne A. de Hullu, +17 more
12citations -
End-to-end prognostication in colorectal cancer by deep learning: a retrospective, multicentre study2023 The Lancet Digital Health article Computer Science AI in cancer detection Open access cited by 1 patent
Xiaofeng Jiang, Michael Hoffmeister, Hermann Brenner, Hannah Sophie Muti, Tanwei Yuan, Sebastian Foersch, +13 more
108citations -
An international multi-institutional validation study of the algorithm for prostate cancer detection and Gleason grading2023 npj Precision Oncology article Computer Science AI in cancer detection Open access cited by 1 patent
Yuri Tolkach, Vlado Ovtcharov, Alexey E. Pryalukhin, Marie‐Lisa Eich, Nadine Therese Gaisa, MARTIN A. BRAUN, +16 more
34citations -
Enhancing Precision in Detecting Severe Immune-Related Adverse Events: Comparative Analysis of Large Language Models and International Classification of Disease Codes in Patient Records2024 Journal of Clinical Oncology article Computer Science Machine Learning in Healthcare Open access
Virginia H. Sun, Julius Cornelis Heemelaar, Ibrahim Hadžić, Vineet K. Raghu, Chia‐Yun Wu, Leyre Zubiri, +24 more
35citations -
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 -
Spatio-temporal deep learning for automatic detection of intracranial vessel perforation in digital subtraction angiography during endovascular thrombectomy2022 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques Open access
Ruisheng Su, Matthijs van der Sluijs, Sandra Adriana Cornelissen, Geert J. Lycklama, Jeannette Hofmeijer, Charles B.L.M. Majoie, +6 more
29citations -
Prediction of homologous recombination deficiency from routine histology with attention-based multiple instance learning in nine different tumor types
Chiara Maria Lavinia Loeffler, Omar S. M. El Nahhas, Hannah Sophie Muti, Zunamys Itzell Carrero, Tobias Seibel, Marko van Treeck, +10 more
22citations -
Enhancing Blockchain Scalability in Power Systems Through Ultra-Fast Second-Layer Channel with Deterministic State Integrity2026 RWTH Publications (RWTH Aachen) article Computer Science Blockchain Technology Applications and Security Open access
Roua Hamila, César Cazal, Md. Razaul Haque Subho, Ferdinanda Ponci, Thomas Rose, Antonello Monti
0citations -
A choice of persistent identifier schemes for the Distributed System of Scientific Collections (DiSSCo)2021 Research Ideas and Outcomes article Computer Science Research Data Management Practices Open access
Alex Hardisty, Wouter Addink, Falko Glöckler, Anton Güntsch, Sharif Islam, Claus Weiland
27citations -
Application of deep learning on mammographies to discriminate between low and high-risk DCIS for patient participation in active surveillance trials
Sena Alaeikhanehshir, Madelon M. Voets, Frederieke H van Duijnhoven, Esther H. Lips, Emma Josephine Groen, Marja C.J. van Oirsouw, +23 more
14citations