Sudden cardiac death and pump failure death prediction in chronic heart failure by combining ECG and clinical markers in an integrated risk model

• Julia Ramírez ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: j.ramirez@qmul.ac.uk

  Affiliation Clinical Pharmacology Department, William Harvey Research Institute, John Vane Science Centre, Queen Mary University of London, Charterhouse Square, London, United Kingdom

  http://orcid.org/0000-0003-4130-5866

  ⨯
• Michele Orini,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Writing – review & editing

  Affiliations Institute of Cardiovascular Science, University College London, London, United Kingdom, Barts Heart Centre, St Bartholomeus Hospital, London, United Kingdom

  ⨯
• Ana Mincholé,

  Roles Data curation, Methodology, Resources, Writing – review & editing

  Affiliation Department of Computer Science, University of Oxford, Oxford, United Kingdom

  ⨯
• Violeta Monasterio,

  Roles Data curation, Resources, Writing – review & editing

  Affiliation Universidad San Jorge, Campus Universitario, Villanueva de Gállego, Spain

  ⨯
• Iwona Cygankiewicz,

  Roles Data curation, Resources, Writing – review & editing

  Affiliation Department of Electrocardiology, Medical University of Lodz, Sterling Regional Center for Heart Diseases, Lodz, Poland

  ⨯
• Antonio Bayés de Luna,

  Roles Resources

  Affiliation Catalan Institute of Cardiovascular Sciences, Santa Creu I Sant Pau Hospital, Barcelona, Spain

  ⨯
• Juan Pablo Martínez,

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Writing – review & editing

  Affiliations Biomedical Signal Interpretation and Computational Simulation (BSICoS) group, Aragón Institute of Engineering Research, IIS Aragón, University of Zaragoza, Zaragoza, Spain, Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), Zaragoza, Spain

  ⨯
• Pablo Laguna ,

  Contributed equally to this work with: Pablo Laguna, Esther Pueyo

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Writing – review & editing

  Affiliations Biomedical Signal Interpretation and Computational Simulation (BSICoS) group, Aragón Institute of Engineering Research, IIS Aragón, University of Zaragoza, Zaragoza, Spain, Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), Zaragoza, Spain

  ⨯
• Esther Pueyo

  Contributed equally to this work with: Pablo Laguna, Esther Pueyo

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Writing – review & editing

  Affiliations Biomedical Signal Interpretation and Computational Simulation (BSICoS) group, Aragón Institute of Engineering Research, IIS Aragón, University of Zaragoza, Zaragoza, Spain, Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), Zaragoza, Spain

  ⨯