AI-supported approaches for mammography single and double reading: A controlled multireader study.

Journal: European journal of radiology
PMID:

Abstract

PURPOSE: To assess the impact of artificial intelligence (AI) on the diagnostic performance of radiologists with varying experience levels in mammography reading, considering single and simulated double reading approaches.

Authors

  • Beniamino Brancato
    Unit of Breast Imaging, Istituto per lo Studio, la Prevenzione e la Rete Oncologica (ISPRO), Florence, Italy. Electronic address: b.brancato@ispro.toscana.it.
  • Veronica Magni
    Postgraduate School in Radiodiagnostics, Università degli Studi di Milano, Milan, Italy. Electronic address: veronica.magni@unimi.it.
  • Calogero Saieva
    Cancer Risk Factors and Lifestyle Epidemiology Unit, Istituto per lo Studio, la Prevenzione e la Rete Oncologica (ISPRO), Florence, Italy. Electronic address: c.saieva@ispro.toscana.it.
  • Gabriella Gemma Risso
    Unit of Breast Imaging, Istituto per lo Studio, la Prevenzione e la Rete Oncologica (ISPRO), Florence, Italy. Electronic address: g.risso@ispro.toscana.it.
  • Francesca Buti
    Unit of Breast Imaging, Istituto per lo Studio, la Prevenzione e la Rete Oncologica (ISPRO), Florence, Italy. Electronic address: f.buti@ispro.toscana.it.
  • Sandra Catarzi
    Unit of Breast Imaging, Istituto per lo Studio, la Prevenzione e la Rete Oncologica (ISPRO), Florence, Italy. Electronic address: sandracatarzi@me.com.
  • Fiorella Ciuffi
    Unit of Breast Imaging, Istituto per lo Studio, la Prevenzione e la Rete Oncologica (ISPRO), Florence, Italy. Electronic address: f.ciuffi@ispro.toscana.it.
  • Francesca Peruzzi
    Unit of Breast Imaging, Istituto per lo Studio, la Prevenzione e la Rete Oncologica (ISPRO), Florence, Italy. Electronic address: f.peruzzi@ispro.toscana.it.
  • Francesco Regini
    Unit of Breast Imaging, Istituto per lo Studio, la Prevenzione e la Rete Oncologica (ISPRO), Florence, Italy. Electronic address: f.regini@ispro.toscana.it.
  • Daniela Ambrogetti
    Unit of Breast Imaging, Istituto per lo Studio, la Prevenzione e la Rete Oncologica (ISPRO), Florence, Italy. Electronic address: da.ambrogetti@ispro.toscana.it.
  • Giuseppe Alabiso
    Azienda USL Toscana Centro, Florence, Italy. Electronic address: peppe.ala68@gmail.com.
  • Anna Cruciani
    Azienda USL Toscana Centro, Florence, Italy. Electronic address: anna.cruciani@uslcentro.toscana.it.
  • Valeria Doronzio
    Azienda USL Toscana Centro, Florence, Italy. Electronic address: doronziov@gmail.com.
  • Sara Frati
    Azienda USL Toscana Centro, Florence, Italy. Electronic address: sara.frati@uslcentro.toscana.it.
  • Gian Piero Giannetti
    Azienda USL Toscana Centro, Florence, Italy. Electronic address: g_giannetti1@virgilio.it.
  • Claudio Guerra
    Azienda USL Toscana Centro, Florence, Italy. Electronic address: dr.claudioguerra@gmail.com.
  • Pietro Valente
    Azienda USL Toscana Centro, Florence, Italy. Electronic address: pietro2.valente@uslcentro.toscana.it.
  • Chiara Vignoli
    Azienda USL Toscana Centro, Florence, Italy. Electronic address: dr.chiara.vignoli@gmail.com.
  • Stefano Atzori
    Azienda USL Toscana Nord-Ovest, Pisa, Italy. Electronic address: stefano.atzori@uslnordovest.toscana.it.
  • Valentina Carrera
    Azienda USL Toscana Nord-Ovest, Pisa, Italy. Electronic address: valentina.carrera@uslnordovest.toscana.it.
  • Giulia D'Agostino
    Azienda USL Toscana Nord-Ovest, Pisa, Italy. Electronic address: giulia.dagostino1990@gmail.com.
  • Giulia Fazzini
    Azienda USL Toscana Nord-Ovest, Pisa, Italy. Electronic address: giulia.fazzini@uslnordovest.toscana.it.
  • Eugenia Picano
    Azienda USL Toscana Nord-Ovest, Pisa, Italy. Electronic address: eugenia.picano@uslnordovest.toscana.it.
  • Francesca Maria Turini
    Azienda USL Toscana Nord-Ovest, Pisa, Italy. Electronic address: francescamaria.turini@uslnordovest.toscana.it.
  • Vanina Vani
    Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy. Electronic address: vanina.vani87@gmail.com.
  • Federica Fantozzi
    Azienda Ospedaliero-Universitaria Senese, Siena, Italy. Electronic address: f.fantozzi@ao-siena.toscana.it.
  • Dario De Vietro
    Postgraduate School in Radiodiagnostics, Università degli Studi di Firenze, Florence, Italy. Electronic address: dariodevietro@gmail.com.
  • Diletta Cavallero
    Academic Radiology, Department of Translational Research and of New Surgical and Medical Technology, University of Pisa, 56126, Pisa, Italy.
  • Fabrizio De Vietro
    Postgraduate School in Radiodiagnostics, Università degli Studi di Pisa, Pisa, Italy. Electronic address: f.devietro@studenti.unipi.it.
  • Dario Plataroti
    Postgraduate School in Radiodiagnostics, Università degli Studi di Pisa, Pisa, Italy. Electronic address: darioplataroti@gmail.com.
  • Simone Schiaffino
    Imaging Institute of Southern Switzerland (IIMSI), Ente Ospedaliero Cantonale (EOC), Lugano, Switzerland.
  • Andrea Cozzi
    Department of Biomedical Sciences for Health, Università degli Studi di Milano, Via Luigi Mangiagalli 31, 20133 Milano, Italy. Electronic address: andrea.cozzi1@unimi.it.