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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.
Sharafutdinov K, Bhat JS, Fritsch SJ, Nikulina K, E Samadi M, Polzin R, Mayer H, Marx G, Bickenbach J, Schuppert A. Sharafutdinov K, et al. Among authors: e samadi m. Front Big Data. 2022 Oct 31;5:603429. doi: 10.3389/fdata.2022.603429. eCollection 2022. Front Big Data. 2022. PMID: 36387013 Free PMC article.
Monitoring individualized glucose levels predicts risk for bradycardia in type 2 diabetes patients with chronic kidney disease: a pilot study.
Farhadi Ghalati P, E Samadi M, Verket M, Balfanz P, Müller-Wieland D, Jonas S, Napp A, Wanner C, Ketteler M, Vassiliadou A, Heidenreich S, Deserno T, Hetzel G, Fliser D, Kelm M, Floege J, Marx N, Schuppert A. Farhadi Ghalati P, et al. Among authors: e samadi m. Sci Rep. 2024 Dec 5;14(1):30290. doi: 10.1038/s41598-024-81983-x. Sci Rep. 2024. PMID: 39638855 Free PMC article.