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Data processing pipeline for cardiogenic shock prediction using machine learning.
Jajcay, Nikola; Bezak, Branislav; Segev, Amitai; Matetzky, Shlomi; Jankova, Jana; Spartalis, Michael; El Tahlawi, Mohammad; Guerra, Federico; Friebel, Julian; Thevathasan, Tharusan; Berta, Imrich; Pölzl, Leo; Nägele, Felix; Pogran, Edita; Cader, F Aaysha; Jarakovic, Milana; Gollmann-Tepeköylü, Can; Kollarova, Marta; Petrikova, Katarina; Tica, Otilia; Krychtiuk, Konstantin A; Tavazzi, Guido; Skurk, Carsten; Huber, Kurt; Böhm, Allan.
Afiliação
  • Jajcay N; Premedix Academy, Bratislava, Slovakia.
  • Bezak B; Department of Complex Systems, Institute of Computer Science, Czech Academy of Sciences, Prague, Czech Republic.
  • Segev A; Premedix Academy, Bratislava, Slovakia.
  • Matetzky S; Clinic of Cardiac Surgery, National Institute of Cardiovascular Diseases, Bratislava, Slovakia.
  • Jankova J; Faculty of Medicine, Comenius University in Bratislava, Bratislava, Slovakia.
  • Spartalis M; The Leviev Cardiothoracic & Vascular Center, Chaim Sheba Medical Center, Ramat Gan, Israel.
  • El Tahlawi M; Affiliated to the Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.
  • Guerra F; The Leviev Cardiothoracic & Vascular Center, Chaim Sheba Medical Center, Ramat Gan, Israel.
  • Friebel J; Affiliated to the Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.
  • Thevathasan T; Premedix Academy, Bratislava, Slovakia.
  • Berta I; 3rd Department of Cardiology, National and Kapodistrian University of Athens, Athens, Greece.
  • Pölzl L; Global Clinical Scholars Research Training (GCSRT) Program, Harvard Medical School, Boston, MA, United States.
  • Nägele F; Department of Cardiology, Faculty of Human Medicine, Zagazig University, Zagazig, Egypt.
  • Pogran E; Cardiology and Arrhythmology Clinic, Marche Polytechnic University, University Hospital "Umberto I - Lancisi - Salesi", Ancona, Italy.
  • Cader FA; Department of Cardiology Angiology and Intensive Care Medicine, Deutsches Herzzentrum der Charité (DHZC), Campus Benjamin Franklin, Charité - Universitätsmedizin Berlin, Berlin, Germany.
  • Jarakovic M; Department of Cardiology Angiology and Intensive Care Medicine, Deutsches Herzzentrum der Charité (DHZC), Campus Benjamin Franklin, Charité - Universitätsmedizin Berlin, Berlin, Germany.
  • Gollmann-Tepeköylü C; Berlin Institute of Health, Charité-Universitätsmedizin Berlin, Berlin, Germany.
  • Kollarova M; Deutsches Zentrum für Herz-Kreislauf-Forschung e.V., Berlin, Germany.
  • Petrikova K; Institute of Medical Informatics, Charité-Universitätsmedizin Berlin, Berlin, Germany.
  • Tica O; Premedix Academy, Bratislava, Slovakia.
  • Krychtiuk KA; Department for Cardiac Surgery, Cardiac Regeneration Research, Medical University of Innsbruck, Innsbruck, Austria.
  • Tavazzi G; Department for Cardiac Surgery, Cardiac Regeneration Research, Medical University of Innsbruck, Innsbruck, Austria.
  • Skurk C; 3rd Medical Department, Cardiology and Intensive Care Medicine, Wilhelminen Hospital, Vienna, Austria.
  • Huber K; Department of Cardiology, Ibrahim Cardiac Hospital & Research Institute, Dhaka, Bangladesh.
  • Böhm A; Cardiac Intensive Care Unit, Institute for Cardiovascular Diseases of Vojvodina, Sremska Kamenica, Serbia.
Front Cardiovasc Med ; 10: 1132680, 2023.
Article em En | MEDLINE | ID: mdl-37034352
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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Prognostic_studies / Risk_factors_studies Idioma: En Ano de publicação: 2023 Tipo de documento: Article
Texto completo
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XML
PubMed Links
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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Prognostic_studies / Risk_factors_studies Idioma: En Ano de publicação: 2023 Tipo de documento: Article