High risk score of breast cancer by artificial intelligence (AI) on screening mammograms: a review of negative and cancer cases - Takeaways - MDSpire

High risk score of breast cancer by artificial intelligence (AI) on screening mammograms: a review of negative and cancer cases

  • By

  • Marit A. Martiniussen

  • Marie B. Bergan

  • Merete U. Kristiansen

  • Nataliia Moshina

  • Anne Sofie F. Larsen

  • Marthe Larsen

  • Fredrik A. Dahl

  • Solveig Hofvind

  • May 6, 2026

  • 0 min

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  • 1

    Breast cancer is the most prevalent cancer among women, with 2.3 million new cases and 666,000 deaths reported in 2022.

  • 2

    Mammographic screening is essential for early breast cancer detection, reducing advanced disease incidence and mortality.

  • 3

    AI models show promise in improving mammogram interpretation, potentially reducing recall rates and radiologists' workload.

  • 4

    The study analyzed 130,031 mammograms to compare features associated with high AI risk scores in women with and without breast cancer.

  • 5

    Two AI models were evaluated, providing continuous malignancy risk scores and highlighting regions of interest on mammograms.

Original Source(s)

High risk score of breast cancer by artificial intelligence (AI) on screening mammograms: a review of negative and cancer cases

  • by Marit A. Martiniussen, Marie B. Bergan, Merete U. Kristiansen, Nataliia Moshina, Anne Sofie F. Larsen, Marthe Larsen, Fredrik A. Dahl, Solveig Hofvind

  • May 6, 2026

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