为解决 BI-RADS 3 病变良恶性难区分及数据不均衡问题,研究人员开展深度学习分类模型研究,结果显示该方法可提高检测率,有助于早期诊断。 一、研究背景 在全球范围内,乳腺癌如同隐匿在女性健康道路上的 “幽灵”,严重威胁着女性的身心健康,是女性 ...
本研究评估了乳腺影像报告和数据系统(BI-RADS)在基层医疗机构的应用效能,通过8996名35-64岁中国中部女性的多模态影像数据(手持超声HHUS、自动乳腺超声ABUS和乳腺X线摄影MG),验证了基层放射科医生能有效依据BI-RADS第5版对恶性特征(如不规则形态、模糊 ...
(HealthDay)—A low malignancy rate is observed for Breast Imaging Reporting and Data System (BI-RADS) category 3 breast lesions detected by screening ultrasonography (US), according to research ...
A large, multicenter study found that the Breast Imaging and Reporting Data Systems (BI-RADS) terminology used by radiologists to classify breast imaging results is useful in predicting malignancy in ...
Response-Guided Neoadjuvant Chemo Beneficial in Breast CA A low malignancy rate is observed for Breast Imaging Reporting and Data System (BI-RADS) category 3 breast lesions detected by screening ...
The prognostic influence of neutrophil to lymphocyte ratio (NLR) and platelet to lymphocyte ratio (PLR) in stage III non-small cell lung cancer (NSCLC) treated with consolidation durvalumab. Changes ...