Deep Learning for the Early Diagnosis of Candidemia.

Journal: Infectious diseases and therapy
Published Date:

Abstract

INTRODUCTION: Candidemia carries a heavy burden in terms of mortality, especially when presenting as septic shock, and its early diagnosis remains crucial.

Authors

  • Daniele Roberto Giacobbe
    Department of Health Sciences, University of Genoa, Genoa, Italy; UO Clinica Malattie Infettive, Istituto di Ricovero e Cura a Carattere Scientifico Ospedale Policlinico San Martino, Genoa, Italy. Electronic address: danieleroberto.giacobbe@unige.it.
  • Sabrina Guastavino
    Department of Mathematics, University of Genoa, Genoa, Italy.
  • Anna Razzetta
    School of Mathematics, University of Genoa, Genoa, Italy.
  • Cristina Marelli
    UO Clinica Malattie Infettive, Istituto di Ricovero e Cura a Carattere Scientifico Ospedale Policlinico San Martino, Genoa, Italy.
  • Sara Mora
    Department of Informatics, Bioengineering, Robotics and System Engineering (DIBRIS), University of Genoa, Italy.
  • Chiara Russo
    Department of Health Sciences (DISSAL), University of Genoa, Via A. Pastore 1, 16132, Genoa, Italy.
  • Giorgia Brucci
    Department of Health Sciences (DISSAL), University of Genoa, Via A. Pastore 1, 16132, Genoa, Italy.
  • Alessandro Limongelli
    Department of Health Sciences (DISSAL), University of Genoa, Via A. Pastore 1, 16132, Genoa, Italy.
  • Antonio Vena
    Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy.
  • Malgorzata Mikulska
    Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy; Clinica Malattie Infettive, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.
  • Alessio Signori
    Section of Biostatistics, Department of Health Sciences, University of Genoa, Genoa, Italy.
  • Antonio Di Biagio
    Clinic of Infectious Diseases, IRCCS Policlinico San Martino Hospital, Genova, Italy.
  • Anna Marchese
    Department of Surgical Sciences and Integrated Diagnostics (DISC), University of Genoa, Genoa, Italy.
  • Ylenia Murgia
    Department of Informatics, Bioengineering, Robotics and System Engineering (DIBRIS), University of Genoa, Genoa, Italy.
  • Marco Muccio
    Clinica Malattie Infettive, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.
  • Nicola Rosso
    UO Information and Communication Technologies, Istituto di Ricovero e Cura a Carattere Scientifico Ospedale Policlinico San Martino, Genoa, Italy.
  • Michele Piana
    IRCCS Ospedale Policlinico San Martino, Genoa, Italy.
  • Mauro Giacomini
    DIBRIS, University of Genoa, Genoa, Italy.
  • Cristina Campi
    IRCCS Ospedale Policlinico San Martino, Genoa, Italy.
  • Matteo Bassetti
    Department of Health Sciences, University of Genoa, Genoa, Italy; UO Clinica Malattie Infettive, Istituto di Ricovero e Cura a Carattere Scientifico Ospedale Policlinico San Martino, Genoa, Italy.

Keywords

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