AI-supported approaches for mammography single and double reading: A controlled multireader study
AI support significantly enhanced sensitivity across all reading approaches, particularly benefiting worse performing radiologists. In the simulated double reading approaches, AI incorporation as independent second reader significantly increased sensitivity without compromising specificity.
Authors
- Dario Plataroti
- Francesca Peruzzi (ORCID: https://orcid.org/0000-0002-9441-2174)
- Chiara Vignoli (ORCID: https://orcid.org/0000-0002-4984-3143)
- Simone Schiaffino (ORCID: https://orcid.org/0000-0003-4243-888X)
- Valentina Carrera
- Gabriella Risso
- Stefano Atzori
- Sara Frati
- Fabrizio De Vietro
- Giulia D’Agostino (ORCID: https://orcid.org/0009-0002-0927-4801)
- Andrea Cozzi (ORCID: https://orcid.org/0000-0003-4922-7065)
- Diletta Cavallero
- Daniela Ambrogetti
- Francesca Turini
- Eugenia Picano
- Veronica Magni (ORCID: https://orcid.org/0000-0002-4240-0059)
- G Fazzini
- Valeria Maria Doronzio
- Vanina Vani (ORCID: https://orcid.org/0000-0003-3072-3827)
- Dario De Vietro
- S Catarzi
- Francesco Regini
- Beniamino Brancato (ORCID: https://orcid.org/0000-0003-4050-9613)
- Calogero Saieva (ORCID: https://orcid.org/0000-0002-0117-1608)
- Federica Fantozzi
- Anna Cruciani
- Pietro Valente
- Fiorella Ciuffi
- Claudio Guerra
- Giuseppe Alabiso
- Gian Piero Giannetti
- Francesca Buti
Institutions
- University of Pisa (IT)
- University of Milan (IT)
- Istituto per lo Studio e la Prevenzione Oncologica (IT)
- Ente Ospedaliero Cantonale (CH)
- Azienda Ospedaliera Universitaria Senese (IT)
- Azienda Usl Toscana Centro (IT)
- Azienda Ospedaliera Universitaria Pisana (IT)
- University of Florence (IT)
- Università della Svizzera italiana (CH)
Publication Details
- Journal
- European Journal of Radiology
- Published
- 2025-04-08
- DOI
- https://doi.org/10.1016/j.ejrad.2025.112101
- Citations
- 3
- Primary Topic
- AI in cancer detection
- Type
- article
- Field-Weighted Citation Impact
- 7.44