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Mammography AI Spots Vascular Signals

Routine breast imaging offers opportunity for cardiovascular risk assessment.

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  • 1

    BAC quantification can predict cardiovascular risk.

  • 2

    Study analyzed 123,762 women and found increased risk associated with BAC severity.

  • 3

    A transformer-based neural network was used for quantification.

  • 4

    Severe BAC linked to highest rates of major adverse cardiovascular events.

  • 5

    AI model demonstrated strong sensitivity and specificity.

  • 6

    BAC may improve risk assessment without added radiation.

  • 7

    Study highlighted limitations in data regarding menopause and reproductive history.

Original Source(s)

Mammography AI Spots Vascular Signals

  • by Kathryn Wighton

  • March 24, 2026

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