MY RISC (MammographY: Robust InterrogationS and Calculations): Breast Cancer Prediction Transformed

MY RISC（乳房X光检查：稳健询问和计算）：乳腺癌预测发生了转变

• 批准号: nhmrc : GNT1162872
• 金额: $ 81.42万
• 依托单位国家: 澳大利亚
• 项目类别: Project Grants
• 财政年份: 2019
• 资助国家: 澳大利亚
• 起止时间: 2019-01-01 至 无数据
• 项目状态: 已结题
• 来源: https://researchdata.edu.au/risc-mammography-robust-prediction-transformed/1379259
• 关键词: MY; RISC; MammographY; Robust; InterrogationS

This work will provide a novel and highly precise method of identifying women at high risk of breast cancer by combining the radiologists’ initial impression of a mammographic image with image feature analysis and deep learning algorithms. It will only use information already contained within each mammographic examination so no added inconvenience to the woman. This completely unique approach will be significantly more accurate than any of the risk prediction approaches currently employed.

这项工作将提供一种新的、高度精确的方法，通过将放射科医生对乳房X线摄影图像的最初印象与图像特征分析和深度学习算法相结合，来识别乳腺癌高危女性。它只会使用每个乳房X光检查中已经包含的信息，因此不会给女性带来不便。这种完全独特的方法将比目前采用的任何风险预测方法都要准确得多。