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Why understanding breast density matters

The British Institute of Radiology

Women with dense breasts are BOTH more likely to develop breast cancer and more likely to have that cancer missed on a mammogram [5] Fig. 1 – Cancer on a mammogram of a fatty vs a dense breast What is Dense Breast Tissue? Breast density is determined through a mammogram and described as one of four categories (Fig.

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AI Performs Comparably to Human Readers of Mammograms

Imaging Technology

milla1cf Tue, 09/05/2023 - 09:00 September 5, 2023 — Using a standardized assessment, researchers in the UK compared the performance of a commercially available artificial intelligence (AI) algorithm with human readers of screening mammograms. For each test mammogram, the reader’s score is compared to the ground truth of the AI results.

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Volpara Health Breast Density and Mammography Quality Software Highlighted in New Peer-reviewed Research

Imaging Technology

This new dose model will be integrated into Volpara's TruRadDose algorithm, which analyzes a patient's exposure to radiation from a mammogram, with the aim of ensuring patient safety while maintaining optimal image quality.

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Deep Learning Model Estimates Cancer Risk from Breast Density

Imaging Technology

While various methods are available to estimate this measure, studies have shown that subjective assessments conducted by radiologists based on visual analogue scales are more accurate than any other method. This, in turn, can enable improved performance in tasks such as cancer risk prediction or image segmentation.