Continuous and early prediction of future moderate and severe Acute Kidney Injury in critically ill patients: Development and multi-centric, multi-national external validation of a machine-learning model

• Francesca Alfieri,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft

  Affiliation U-Care Medical srl, Torino, Italy

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• Andrea Ancona,

  Roles Conceptualization, Data curation, Supervision, Validation, Writing – original draft

  Affiliation U-Care Medical srl, Torino, Italy

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• Giovanni Tripepi,

  Roles Data curation, Formal analysis, Validation, Writing – review & editing

  Affiliation CNR-IFC, Clinical Epidemiology and Pathophysiology of Renal Diseases and Hypertension, Reggio Calabria, Italy

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• Andrea Rubeis,

  Roles Data curation, Formal analysis, Investigation, Software

  Affiliation Department of Applied Science and Technology, Politecnico di Torino, Turin, Italy

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• Niccolò Arjoldi,

  Roles Data curation, Formal analysis, Investigation, Software

  Affiliation Department of Applied Science and Technology, Politecnico di Torino, Turin, Italy

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• Stefano Finazzi,

  Roles Data curation, Supervision, Validation

  Affiliation Dipartimento di Salute Pubblica, Laboratorio di Clinical Data Science, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Ranica, Bergamo, Italy

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• Valentina Cauda ,

  Roles Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Writing – review & editing

  * E-mail: valentina.cauda@polito.it (VC); riccardomaria@fagugli.eu (RMF)

  Affiliations U-Care Medical srl, Torino, Italy, Department of Applied Science and Technology, Politecnico di Torino, Turin, Italy

  https://orcid.org/0000-0003-2382-1533

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• Riccardo Maria Fagugli

  Roles Conceptualization, Supervision, Writing – review & editing

  * E-mail: valentina.cauda@polito.it (VC); riccardomaria@fagugli.eu (RMF)

  Affiliation S.C. Nefrologia e Dialisi, Azienda Ospedaliera di Terni, Terni, Italy

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