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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 -
Decentralized Distributed Multi-institutional PET Image Segmentation Using a Federated Deep Learning Framework2022 Clinical Nuclear Medicine article Computer Science Medical Image Segmentation Techniques Open access
Isaac Shiri, Alireza Vafaei Sadr, Mehdi Amini, Yazdan Salimi, Amirhossein Sanaat, Azadeh Akhavanallaf, +9 more
53citations -
Cooperative AI training for cardiothoracic segmentation in computed tomography: An iterative multi-center annotation approach2024 European Journal of Radiology article Computer Science Medical Image Segmentation Techniques Open access
Bianca C Lassen-Schmidt, Bettina Baeßler, Matthias Gutberlet, Josephine Berger, Jan Michael Brendel, Andreas Michael Bucher, +17 more
4citations -
Beyond benchmarks: Towards robust artificial intelligence bone segmentation in socio-technical systems2025 Expert Systems with Applications article Computer Science Medical Image Segmentation Techniques Open access
Kunpeng Xie, Lennart Johannes Gruber, Martin Crampen, Yao Li, André Filipe Ferreira, Elias Tappeiner, +44 more
3citations
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