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Prediction of COVID-19 deterioration in high-risk patients at diagnosis: an early warning score for advanced COVID-19 developed by machine learning.
Jakob, Carolin E M; Mahajan, Ujjwal Mukund; Oswald, Marcus; Stecher, Melanie; Schons, Maximilian; Mayerle, Julia; Rieg, Siegbert; Pletz, Mathias; Merle, Uta; Wille, Kai; Borgmann, Stefan; Spinner, Christoph D; Dolff, Sebastian; Scherer, Clemens; Pilgram, Lisa; Rüthrich, Maria; Hanses, Frank; Hower, Martin; Strauß, Richard; Massberg, Steffen; Er, Ahmet Görkem; Jung, Norma; Vehreschild, Jörg Janne; Stubbe, Hans; Tometten, Lukas; König, Rainer.
Afiliação
  • Jakob CEM; Department I of Internal Medicine, University Hospital of Cologne, University of Cologne, Cologne, Germany.
  • Mahajan UM; German Center for Infection Research, Partner Site Bonn-Cologne, Cologne, Germany.
  • Oswald M; Department of Medicine II, University Hospital, LMU Munich, Campus Großhadern, Marchioninistr. 15, Munich, 81377, Germany.
  • Stecher M; Institute for Infectious Diseases and Infection Control, RG Systemsbiology, Jena University Hospital, Kollegiengasse 10, 07743, Jena, Germany.
  • Schons M; Department I of Internal Medicine, University Hospital of Cologne, University of Cologne, Cologne, Germany.
  • Mayerle J; German Center for Infection Research, Partner Site Bonn-Cologne, Cologne, Germany.
  • Rieg S; Department I of Internal Medicine, University Hospital of Cologne, University of Cologne, Cologne, Germany.
  • Pletz M; Department of Medicine II, University Hospital, LMU Munich, Campus Großhadern, Marchioninistr. 15, Munich, 81377, Germany.
  • Merle U; Division of Infectious Diseases, Department of Medicine II, Faculty of Medicine, Medical Center-University of Freiburg, University of Freiburg, Freiburg, Germany.
  • Wille K; Institute for Infectious Diseases and Infection Control, RG Systemsbiology, Jena University Hospital, Kollegiengasse 10, 07743, Jena, Germany.
  • Borgmann S; Department of Internal Medicine IV, University Hospital Heidelberg, Heidelberg, Germany.
  • Spinner CD; Johannes Wesling Hospital Minden, University Clinic for Hematology, Oncology, Hemostaseology and Palliative Care, University of Bochum, Bochum, Germany.
  • Dolff S; Department of Infectious Diseases and Infection Control, Ingolstadt Hospital, Ingolstadt, Germany.
  • Scherer C; Department of Internal Medicine II, School of Medicine, University Hospital Rechts Der Isar, Technical University of Munich, Munich, Germany.
  • Pilgram L; Department of Infectious Diseases, West German Centre of Infectious Diseases, University Hospital Essen, Essen, Germany.
  • Rüthrich M; Department of Medicine I, University Hospital, LMU Munich, Munich, Germany.
  • Hanses F; Department of Internal Medicine, Hematology and Oncology, Goethe University Frankfurt, Frankfurt am Main, Germany.
  • Hower M; Department of Internal Medicine II, Hematology and Medical Oncology, University Hospital Jena, Jena, Germany.
  • Strauß R; Emergency Department, University Hospital Regensburg, Regensburg, Germany.
  • Massberg S; Department of Infection Prevention and Infectious Diseases, University Hospital Regensburg, Regensburg, Germany.
  • Er AG; Department of Pneumology, Infectious Diseases and Intensive Care, Klinikum Dortmund gGmbH, Dortmund, Germany.
  • Jung N; Department of Medicine 1, University Hospital Erlangen, Erlangen, Germany.
  • Vehreschild JJ; Department of Medicine I, University Hospital, LMU Munich, Munich, Germany.
  • Stubbe H; Department of Infectious Diseases and Clinical Microbiology, Hacettepe University Faculty of Medicine, Ankara, Turkey.
  • Tometten L; Department I of Internal Medicine, University Hospital of Cologne, University of Cologne, Cologne, Germany.
  • König R; Department I of Internal Medicine, University Hospital of Cologne, University of Cologne, Cologne, Germany.
Infection ; 50(2): 359-370, 2022 Apr.
Article em En | MEDLINE | ID: mdl-34279815
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Escore de Alerta Precoce / COVID-19 Tipo de estudo: Diagnostic_studies / Etiology_studies / Observational_studies / Prognostic_studies / Qualitative_research / Risk_factors_studies Limite: Humans Idioma: En Revista: Infection Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Alemanha País de publicação: Alemanha
Texto completo
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XML
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Escore de Alerta Precoce / COVID-19 Tipo de estudo: Diagnostic_studies / Etiology_studies / Observational_studies / Prognostic_studies / Qualitative_research / Risk_factors_studies Limite: Humans Idioma: En Revista: Infection Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Alemanha País de publicação: Alemanha