Womens Imaging

Women’s imaging encompasses many radiology procedures related to women and the diseases that are most prevalent to women such as breast cancer or gynecological issues. Mammogram, breast ultrasound, breast MRI and breast biopsy are the most commonly used procedures.

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Deep learning rivals fellowship-trained radiologists at segmenting breast cancers on MRI

Researchers trained their platforms on more than 60,000 individual breast scans, significantly more than most architectures.

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Machine learning uses MRI to predict lymphovascular invasion in breast cancer patients

These algorithms could fill in where postoperative biopsy sometimes falls short, experts explained in Academic Radiology.

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70% of breast radiologists surveyed either unsure about or had zero LGBTQ competency training

The finding is part of a survey of 400 breast imaging experts, published in the Journal of the American College of Radiology

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Survey explores radiology practices’ surveillance preferences when monitoring breast cancer survivors

There is “immense variability” in how this is handled in clinical practice, with a lack of evidence-based literature, experts wrote in JACR

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While promising, machine learning still misses 20% of cancers on breast MRIs, analysis shows

AI proved useful for detecting axillary lymph node metastases but isn’t yet ready for clinics, experts said recently.

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Providers are requesting fewer preoperative MRIs for breast cancer patients

Female surgeons, in particular, are abiding by evidence-based guidelines, but a more selective approach is still needed among doctors.

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Male breast cancer patients represent small portion of referrals but generate significant workload

About 75% of referrals result in an imaging exam, while only 1% lead to a cancer diagnosis, experts reported in Clinical Radiology.  

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‘Wake-up call’: Providers log substantially fewer breast biopsies with cancer diagnoses

The declines were more pronounced among Asian, Hispanic and Black women, imaging experts wrote in Radiology.