Search Tag: breast density

2025 21 Sep

  Breast density influences both cancer risk and interpretive accuracy in mammography, yet routine assessments remain variable across readers. A new open-source approach aims to bring consistency by combining a custom convolutional neural network with an extreme learning machine layer to classify density into BI-RADS categories A–D. Trained on more...Read more

2025 21 Sep

  Breast density influences both cancer risk and interpretive accuracy in mammography, yet routine assessments remain variable across readers. A new open-source approach aims to bring consistency by combining a custom convolutional neural network with an extreme learning machine layer to classify density into BI-RADS categories A–D. Trained on more...Read more

2025 21 Sep

  Breast density influences both cancer risk and interpretive accuracy in mammography, yet routine assessments remain variable across readers. A new open-source approach aims to bring consistency by combining a custom convolutional neural network with an extreme learning machine layer to classify density into BI-RADS categories A–D. Trained on more...Read more

2025 21 Sep

  Breast density influences both cancer risk and interpretive accuracy in mammography, yet routine assessments remain variable across readers. A new open-source approach aims to bring consistency by combining a custom convolutional neural network with an extreme learning machine layer to classify density into BI-RADS categories A–D. Trained on more...Read more

2025 28 Mar

Breast cancer remains the most common malignancy among women in Europe and continues to be a leading cause of cancer-related deaths. While population-based mammographic screening programmes are in place across all European countries, significant variability exists in how these programmes are structured, implemented and attended.   One major challenge...Read more