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Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets
Konstantin Sharafutdinov, Jayesh Sudhir Bhat, Sebastian Johannes Fritsch, Kateryna Nikulina, Moein E. Samadi, Richard Polzin, +4 more
12citations -
Evaluation of Industry 4.0 Data formats for Digital Twin of Optical Components2020 International Journal of Precision Engineering and Manufacturing-Green Technology article Engineering Digital Transformation in Industry Open access
Arno Schmetz, Tae Hun Lee, Maximilian Hoeren, Susanne Ehret, Daniel Zontar, Soo‐Hong Min, +2 more
28citations -
A Data Set of 255,000 Randomly Selected and Manually Classified Extracted Ion Chromatograms for Evaluation of Peak Detection Methods2020 Metabolites article Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies Open access
Carolin Elisabeth Huber, Liza‐Marie Beckers, Werner Brack, Martin Krayer Von Krauss, Tobias Schulze
28citations -
Holistic evaluation of a machine learning-based timing calibration for PET detectors under varying data sparsity2024 Physics in Medicine and Biology article Medicine Medical Imaging Techniques and Applications Open access
Stephan Naunheim, Florian Mueller, Vanessa Nadig, Yannick Kuhl, Judith Breuer, Nan Zhang, +5 more
7citations -
Towards quantitative evaluation of grazing-incidence X-ray diffraction data2026 Acta Crystallographica Section A Foundations and Advances article Materials Science X-ray Diffraction in Crystallography Open access
F. Gasser, S. John, J. Smets, J. Simmbrunner, M. Fratschko, R. Ameloot, +2 more
0citations -
Automatic Evaluation of Chest Radiographs – The Data Source Matters, But How Much Exactly?2023 RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren article Medicine Radiomics and Machine Learning in Medical Imaging
Soroosh Tayebi Arasteh, Peter Isfort, Christiane Katharina Kuhl, Sven Nebelung, Daniel Truhn
4citations -
Plant-based model for the visual evaluation of electroporated area after irreversible electroporation and its comparison to in-vivo animal data2023 Science Progress article Biochemistry, Genetics and Molecular Biology Microbial Inactivation Methods Open access
Kim. H. K. Lindelauf, Athul Thomas, Marco Baragona, Ali Jouni, Teresa Nolte, Federico Pedersoli, +4 more
12citations