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Digital mammograms yield more info for radiomics than synthetic images

AuntMinnie

Digital mammograms may be best for informing radiomics models that assess breast density, according to findings published February 24 in Physica Medica. Synthetic mammograms meanwhile are 2D reconstructions of DBT slices that some researchers say could eliminate the need for acquiring digital mammograms.

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Do radiologists trust mammography AI software?

AuntMinnie

In a large-scale prospective trial conducted at a breast screening program in Europe, fewer women were recalled based on AI analysis of their digital mammogram than those recalled due to consensus findings from radiologists. Positive predictive value for breast cancer 3.4% 22% 25% 34.2% Positive predictive value for breast cancer 3.4%

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2009 USPSTF breast screening guidelines led to less mammography uptake

AuntMinnie

The USPSTFs 2009 policy recommended that women ages 50 to 74 undergo biennial mammograms -- what was then a B-grade recommendation. million women, of whom 75% reported having a biennial mammogram. percentage-point decrease in the probability of receiving a biennial mammogram. In a study of about 1.6

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Standalone AI excels at reading digital mammograms, but how does it hold up with DBT exams?

Health Imaging

Standalone AI can significantly outperform radiologists' sensitivity in reading digital mammograms and has shown potential in DBT exams as well, but experts are not yet ready to hand over the reins.

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Are Mammograms Safe? Understanding Radiation Exposure and Precautions

Professional Radiology

Mammograms are a crucial diagnostic tool that helps doctors detect early signs of breast cancer and other breast-related issues. The truth is mammograms are generally safe when used properly, and the amount of radiation you’re exposed to is minimal. Contact us online or call (915) 225-2480 to learn more.

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Experts call for CPT codes for imaging AI reimbursement

AuntMinnie

Previous research suggests that incorporating AI into mammograms can increase cancer detection rates by up to 20% while mitigating false-positive cases. This may be especially difficult for women with dense breasts, who need supplemental imaging along with their screening mammogram.

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Hologic touts research findings of its AI breast cancer detection software performance

AuntMinnie

Its features include a deep-learning 2D and 3D algorithm designed to improve specificity by using a patient’s prior exam in the current exam’s analysis, case and lesion scoring and prepopulated exam reports, and an all-in-one interface that includes deep-learning breast density scoring and key patient and mammogram quality information.

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