European validation of an image-derived AI-based short-term risk model for individualized breast cancer screening-a nested case-control study.

Journal: The Lancet regional health. Europe
Published Date: Dec 6, 2023

Abstract

BACKGROUND: Image-derived artificial intelligence (AI)-based risk models for breast cancer have shown high discriminatory performances compared with clinical risk models based on family history and lifestyle factors. However, little is known about their generalizability across European screening settings. We therefore investigated the discriminatory performances of an AI-based risk model in European screening settings.

Authors

  • Mikael Eriksson
    Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
  • Marta Román
    IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain.
  • Axel Gräwingholt
    Mammographiescreening Paderborn, Paderborn, Germany.
  • Xavier Castells
    IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain.
  • Andrea Nitrosi
    Azienda Unitá Sanitaria Locale-IRCCS di Reggio Emilia, Reggia Emilia, Italy.
  • Pierpaolo Pattacini
    Azienda Unitá Sanitaria Locale-IRCCS di Reggio Emilia, Reggia Emilia, Italy.
  • Sylvia Heywang-Köbrunner
    Referenzzentrum Mammographie Munich, Brustdiagnostik München and FFB gGmbH, Munich, Germany.
  • Paolo G Rossi
    Azienda Unitá Sanitaria Locale-IRCCS di Reggio Emilia, Reggia Emilia, Italy.

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