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[Usage of Artificial Intelligence in the Combat against the COVID-19 Pandemic].
Anasthesiol Intensivmed Notfallmed Schmerzther. 2022 Mar;57(3):185-197. doi: 10.1055/a-1423-8039. Epub 2022 Mar 23.
Anasthesiol Intensivmed Notfallmed Schmerzther. 2022.
PMID: 35320841
Review.
German.
Biometric covariates and outcome in COVID-19 patients: are we looking close enough?
Sharafutdinov K, Fritsch SJ, Marx G, Bickenbach J, Schuppert A.
Sharafutdinov K, et al.
BMC Infect Dis. 2021 Nov 4;21(1):1136. doi: 10.1186/s12879-021-06823-z.
BMC Infect Dis. 2021.
PMID: 34736400
Free PMC article.
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Algorithmic surveillance of ICU patients with acute respiratory distress syndrome (ASIC): protocol for a multicentre stepped-wedge cluster randomised quality improvement strategy.
Marx G, Bickenbach J, Fritsch SJ, Kunze JB, Maassen O, Deffge S, Kistermann J, Haferkamp S, Lutz I, Voellm NK, Lowitsch V, Polzin R, Sharafutdinov K, Mayer H, Kuepfer L, Burghaus R, Schmitt W, Lippert J, Riedel M, Barakat C, Stollenwerk A, Fonck S, Putensen C, Zenker S, Erdfelder F, Grigutsch D, Kram R, Beyer S, Kampe K, Gewehr JE, Salman F, Juers P, Kluge S, Tiller D, Wisotzki E, Gross S, Homeister L, Bloos F, Scherag A, Ammon D, Mueller S, Palm J, Simon P, Jahn N, Loeffler M, Wendt T, Schuerholz T, Groeber P, Schuppert A.
Marx G, et al. Among authors: sharafutdinov k.
BMJ Open. 2021 Apr 8;11(4):e045589. doi: 10.1136/bmjopen-2020-045589.
BMJ Open. 2021.
PMID: 34550901
Free PMC article.
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A hybrid modeling framework for generalizable and interpretable predictions of ICU mortality across multiple hospitals.
Samadi ME, Guzman-Maldonado J, Nikulina K, Mirzaieazar H, Sharafutdinov K, Fritsch SJ, Schuppert A.
Samadi ME, et al. Among authors: sharafutdinov k.
Sci Rep. 2024 Mar 8;14(1):5725. doi: 10.1038/s41598-024-55577-6.
Sci Rep. 2024.
PMID: 38459085
Free PMC article.
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Developing an Artificial Intelligence-Based Representation of a Virtual Patient Model for Real-Time Diagnosis of Acute Respiratory Distress Syndrome.
Barakat CS, Sharafutdinov K, Busch J, Saffaran S, Bates DG, Hardman JG, Schuppert A, Brynjólfsson S, Fritsch S, Riedel M.
Barakat CS, et al. Among authors: sharafutdinov k.
Diagnostics (Basel). 2023 Jun 17;13(12):2098. doi: 10.3390/diagnostics13122098.
Diagnostics (Basel). 2023.
PMID: 37370993
Free PMC article.
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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.
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.
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Rotor-angle versus voltage instability in the third-order model for synchronous generators.
Sharafutdinov K, Rydin Gorjão L, Matthiae M, Faulwasser T, Witthaut D.
Sharafutdinov K, et al.
Chaos. 2018 Mar;28(3):033117. doi: 10.1063/1.5002889.
Chaos. 2018.
PMID: 29604628
Free article.
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