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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 -
Malignant Mesothelioma subtyping via sampling driven multiple instance prediction on tissue image and cell morphology data2023 Artificial Intelligence in Medicine article Computer Science AI in cancer detection Open access
Silviu Tudor Marc, Xiaohong W. Gao, Heba Sailem, Judith Offman, Emmanouíl Karteris, Angeles Montero Fernandez, +6 more
8citations -
Data harmonization and federated learning for multi-cohort dementia research using the OMOP common data model: A Netherlands consortium of dementia cohorts case study2024 Journal of Biomedical Informatics article Computer Science Privacy-Preserving Technologies in Data Open access
Pedro Mateus, Justine E. F. Moonen, Magdalena Beran, Eva A. Jaarsma, Sophie M. van der Landen, Joost Heuvelink, +11 more
31citations -
NFDI4Ing - the National Research Data Infrastructure for Engineering Sciences2020 TUbilio (Technical University of Darmstadt) article Computer Science Research Data Management Practices Open access
Robert Heinrich Schmitt, Verena Anthofer, Sören Auer, Sait Başkaya, Christian H Bischof, Torsten Bronger, +42 more
13citations -
Applying the FAIR principles to data in a hospital: challenges and opportunities in a pandemic2022 Journal of Biomedical Semantics article Computer Science Research Data Management Practices Open access
Núria Queralt-Rosiñach, Rajaram Kaliyaperumal, César H. Bernabé, Qinqin Long, Simone A. Joosten, Erik L.A. Flikkenschild, +3 more
67citations