Leveraging explainable artificial intelligence for early prediction of bloodstream infections using historical electronic health records

• Rajeev Bopche ,

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

  * E-mail: rajeev.bopche@ntnu.no

  Affiliation Department of Computer Science, Norwegian University of Science and Technology, Trondheim, Norway

  https://orcid.org/0000-0003-4835-9488

  ⨯
• Lise Tuset Gustad,

  Roles Data curation, Funding acquisition

  Affiliations Faculty of Nursing and Health Sciences, Nord University, Levanger, Norway, Department of Medicine and Rehabilitation, Levanger Hospital, Nord-Trøndelag Hospital Trust, Levanger, Norway

  https://orcid.org/0000-0003-2709-3991

  ⨯
• Jan Egil Afset,

  Roles Investigation, Supervision

  Affiliation Department of Medical Microbiology, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway

  ⨯
• Birgitta Ehrnström,

  Roles Formal analysis, Investigation, Supervision, Writing – review & editing

  Affiliations Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway, Department of Infectious Diseases, Clinic of Medicine, St Olavs Hospital, Trondheim, Norway, Clinic of Anaesthesia and Intensive Care, St Olavs Hospital, Trondheim University Hospital, Trondheim, Norway

  https://orcid.org/0000-0003-4233-5725

  ⨯
• Jan Kristian Damås,

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Project administration, Supervision

  Affiliations Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway, Department of Infectious Diseases, Clinic of Medicine, St Olavs Hospital, Trondheim, Norway

  ⨯
• Øystein Nytrø

  Roles Conceptualization, Formal analysis, Funding acquisition, Project administration, Supervision

  Affiliations Department of Computer Science, Norwegian University of Science and Technology, Trondheim, Norway, Department of Computer Science, The Arctic University of Norway, Tromsø. Norway

  https://orcid.org/0000-0002-8163-2362

  ⨯