Artificial intelligence for risk-stratified breast cancer screening: a systematic review of evidence, clinical integration, and ethical implications in risk assessment tools.

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Title: Artificial intelligence for risk-stratified breast cancer screening: a systematic review of evidence, clinical integration, and ethical implications in risk assessment tools.
Authors: Pesapane F; Breast Imaging Division, IEO European Institute of Oncology IRCCS, Milan, Italy. filippo.pesapane@ieo.it., Caumo F; Breast Unit, Pederzoli Hospital, Peschiera Del Garda, Italy., Mantellini P; Screening Unit, Oncological Network, Prevention and Research Institute - ISPRO, Florence, Italy., Irmici G; Breast Radiology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy., Depretto C; Breast Radiology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy., Penco S; Breast Imaging Division, IEO European Institute of Oncology IRCCS, Milan, Italy., Rotili A; Breast Imaging Division, IEO European Institute of Oncology IRCCS, Milan, Italy., Trentin C; Breast Imaging Division, IEO European Institute of Oncology IRCCS, Milan, Italy., Dominelli V; Breast Imaging Division, IEO European Institute of Oncology IRCCS, Milan, Italy., Corso G; Division of Breast Surgery, IEO European Institute of Oncology IRCCS, Milan, Italy.; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy., Magnoni F; Division of Breast Surgery, IEO European Institute of Oncology IRCCS, Milan, Italy.; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy., Lazzeroni M; Division of Cancer Prevention and Genetics, IEO European Institute of Oncology IRCCS, Milan, Italy., Santicchia S; Breast Imaging Division, IEO European Institute of Oncology IRCCS, Milan, Italy.; Radiology Department, Foundation IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy., Scaperrotta GP; Breast Radiology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy., Cassano E; Breast Imaging Division, IEO European Institute of Oncology IRCCS, Milan, Italy.
Source: La Radiologia medica [Radiol Med] 2026 Jul; Vol. 131 (7), pp. 1146-1167. Date of Electronic Publication: 2026 May 18.
Publication Type: Journal Article; Systematic Review; Review
Journal Info: Publisher: Springer Milan Country of Publication: Italy NLM ID: 0177625 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1826-6983 (Electronic) Linking ISSN: 00338362 NLM ISO Abbreviation: Radiol Med Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1826-6983
DOI:10.1007/s11547-026-02217-w