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Statistical biases due to anonymization evaluated in an open clinical dataset from COVID-19 patients.

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Title: Statistical biases due to anonymization evaluated in an open clinical dataset from COVID-19 patients.
Authors: Koll CEM; University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany. carolin.koll@uk-koeln.de., Pütz SM; University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany., Meurers T; Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117, Berlin, Germany., Lee CH; University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany., Kohls M; University of Wuerzburg, Faculty of Medicine, Institute for Clinical Epidemiology and Biometry, Wuerzburg, Germany., Stellbrink C; Department of Cardiology and Intensive Care Medicine, Bielefeld Medical Centre, Medical Faculty OWL, University of Bielefeld, Bielefeld, Germany., Thibeault C; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany., Reinke L; Internal Medicine Department I, University Medical Center Schleswig-Holstein Campus Kiel, Kiel, Germany., Steinbrecher S; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany., Schreiber S; Internal Medicine Department I, University Medical Center Schleswig-Holstein Campus Kiel, Kiel, Germany., Mitrov L; University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany., Frank S; Department of Anesthesiology, University Hospital of Ludwig-Maximilians-University (LMU), Munich, Germany.; Department of Medicine III, University Hospital, LMU Munich, Munich, Germany., Miljukov O; University of Wuerzburg, Faculty of Medicine, Institute for Clinical Epidemiology and Biometry, Wuerzburg, Germany., Erber J; Technical University of Munich, School of Medicine, University Hospital rechts der Isar, Department of Internal Medicine II, Munich, Germany., Hellmuth JC; Department of Medicine III, University Hospital, LMU Munich, Munich, Germany.; COVID-19 Registry of the LMU Munich (CORKUM), University Hospital, LMU Munich, Munich, Germany., Reese JP; University of Wuerzburg, Faculty of Medicine, Institute for Clinical Epidemiology and Biometry, Wuerzburg, Germany., Steinbeis F; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany., Bahmer T; Internal Medicine Department I, University Medical Center Schleswig-Holstein Campus Kiel, Kiel, Germany.; Airway Research Center North (ARCN), German Center for Lung Research (DZL), Großhansdorf, Germany., Hagen M; Department II for Internal Medicine, Hematology/Oncology, University Hospital Frankfurt, Frankfurt am Main, Germany., Meybohm P; Department of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, University Hospital Wuerzburg, Wuerzburg, Germany., Hansch S; Department of Infection Prevention and Infectious Diseases, University Hospital Regensburg, Regensburg, Germany., Vadász I; Department of Internal Medicine, Justus Liebig University, Universities of Giessen and Marburg Lung Center (UGMLC), Member of the German Center for Lung Research (DZL), Giessen, Germany.; The Cardio-Pulmonary Institute (CPI), Giessen, Germany., Krist L; Institute of Social Medicine, Epidemiology and Health Economics, Charité-Universitätsmedizin Berlin, Berlin, Germany., Jiru-Hillmann S; University of Wuerzburg, Faculty of Medicine, Institute for Clinical Epidemiology and Biometry, Wuerzburg, Germany., Prasser F; Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117, Berlin, Germany., Vehreschild JJ; University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany.; Department II for Internal Medicine, Hematology/Oncology, University Hospital Frankfurt, Frankfurt am Main, Germany.; German Centre for Infection Research (DZIF), partner site Bonn-Cologne, Cologne, Germany.
Corporate Authors: NAPKON Study Group
Source: Scientific data [Sci Data] 2022 Dec 21; Vol. 9 (1), pp. 776. Date of Electronic Publication: 2022 Dec 21.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101640192 Publication Model: Electronic Cited Medium: Internet ISSN: 2052-4463 (Electronic) Linking ISSN: 20524463 NLM ISO Abbreviation: Sci Data Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Statistical biases due to anonymization evaluated in an open clinical dataset from COVID-19 patients.
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  Data: <searchLink fieldCode="AU" term="%22Koll+CEM%22">Koll CEM</searchLink>; University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany. carolin.koll@uk-koeln.de.<br /><searchLink fieldCode="AU" term="%22Pütz+SM%22">Pütz SM</searchLink>; University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany.<br /><searchLink fieldCode="AU" term="%22Meurers+T%22">Meurers T</searchLink>; Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Lee+CH%22">Lee CH</searchLink>; University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany.<br /><searchLink fieldCode="AU" term="%22Kohls+M%22">Kohls M</searchLink>; University of Wuerzburg, Faculty of Medicine, Institute for Clinical Epidemiology and Biometry, Wuerzburg, Germany.<br /><searchLink fieldCode="AU" term="%22Stellbrink+C%22">Stellbrink C</searchLink>; Department of Cardiology and Intensive Care Medicine, Bielefeld Medical Centre, Medical Faculty OWL, University of Bielefeld, Bielefeld, Germany.<br /><searchLink fieldCode="AU" term="%22Thibeault+C%22">Thibeault C</searchLink>; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Reinke+L%22">Reinke L</searchLink>; Internal Medicine Department I, University Medical Center Schleswig-Holstein Campus Kiel, Kiel, Germany.<br /><searchLink fieldCode="AU" term="%22Steinbrecher+S%22">Steinbrecher S</searchLink>; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Schreiber+S%22">Schreiber S</searchLink>; Internal Medicine Department I, University Medical Center Schleswig-Holstein Campus Kiel, Kiel, Germany.<br /><searchLink fieldCode="AU" term="%22Mitrov+L%22">Mitrov L</searchLink>; University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany.<br /><searchLink fieldCode="AU" term="%22Frank+S%22">Frank S</searchLink>; Department of Anesthesiology, University Hospital of Ludwig-Maximilians-University (LMU), Munich, Germany.; Department of Medicine III, University Hospital, LMU Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Miljukov+O%22">Miljukov O</searchLink>; University of Wuerzburg, Faculty of Medicine, Institute for Clinical Epidemiology and Biometry, Wuerzburg, Germany.<br /><searchLink fieldCode="AU" term="%22Erber+J%22">Erber J</searchLink>; Technical University of Munich, School of Medicine, University Hospital rechts der Isar, Department of Internal Medicine II, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Hellmuth+JC%22">Hellmuth JC</searchLink>; Department of Medicine III, University Hospital, LMU Munich, Munich, Germany.; COVID-19 Registry of the LMU Munich (CORKUM), University Hospital, LMU Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Reese+JP%22">Reese JP</searchLink>; University of Wuerzburg, Faculty of Medicine, Institute for Clinical Epidemiology and Biometry, Wuerzburg, Germany.<br /><searchLink fieldCode="AU" term="%22Steinbeis+F%22">Steinbeis F</searchLink>; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Bahmer+T%22">Bahmer T</searchLink>; Internal Medicine Department I, University Medical Center Schleswig-Holstein Campus Kiel, Kiel, Germany.; Airway Research Center North (ARCN), German Center for Lung Research (DZL), Großhansdorf, Germany.<br /><searchLink fieldCode="AU" term="%22Hagen+M%22">Hagen M</searchLink>; Department II for Internal Medicine, Hematology/Oncology, University Hospital Frankfurt, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Meybohm+P%22">Meybohm P</searchLink>; Department of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, University Hospital Wuerzburg, Wuerzburg, Germany.<br /><searchLink fieldCode="AU" term="%22Hansch+S%22">Hansch S</searchLink>; Department of Infection Prevention and Infectious Diseases, University Hospital Regensburg, Regensburg, Germany.<br /><searchLink fieldCode="AU" term="%22Vadász+I%22">Vadász I</searchLink>; Department of Internal Medicine, Justus Liebig University, Universities of Giessen and Marburg Lung Center (UGMLC), Member of the German Center for Lung Research (DZL), Giessen, Germany.; The Cardio-Pulmonary Institute (CPI), Giessen, Germany.<br /><searchLink fieldCode="AU" term="%22Krist+L%22">Krist L</searchLink>; Institute of Social Medicine, Epidemiology and Health Economics, Charité-Universitätsmedizin Berlin, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Jiru-Hillmann+S%22">Jiru-Hillmann S</searchLink>; University of Wuerzburg, Faculty of Medicine, Institute for Clinical Epidemiology and Biometry, Wuerzburg, Germany.<br /><searchLink fieldCode="AU" term="%22Prasser+F%22">Prasser F</searchLink>; Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Vehreschild+JJ%22">Vehreschild JJ</searchLink>; University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany.; Department II for Internal Medicine, Hematology/Oncology, University Hospital Frankfurt, Frankfurt am Main, Germany.; German Centre for Infection Research (DZIF), partner site Bonn-Cologne, Cologne, Germany.
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