This repository supports the research study "An Interpretable AI System for Stratifying High-risk Breast Lesions to Reduce False-positive MRI Diagnoses". For inquiries regarding this work, please feel ...

In clinical diagnosis, the Breast Imaging Reporting and Data System (BI-RADS) levels are highly correlated with pathological categories (benign or malignant). Thus, in this paper, we propose a BI-RADS ...

在“两癌”筛查或乳腺彩超检查中，有些女性会在报告上看到 “BI-RADS 4a 类” 的提示，一下子就紧张起来，甚至第一反应是“是不是癌”。 BI-RADS 是乳腺影像学评估系统，用来判断结节的风险程度。 也就是说，大多数最终结果仍然是良性的。 这些表现并不等于 ...

Breast cancer is the leading cause of cancer-related death among Brazilian women. Understanding the regional disparities in mammographic screening coverage is essential for improving early detection ...

Receiving your mammogram results can be an emotional experience. Whether the news is positive or requires further investigation, it’s important to understand what these results mean for your breast ...

The role of subdivision of category 4 in the American College of Radiology (ACR) Breast Imaging Reporting and Data System (BI-RADS), with a malignancy risk ranging from 2% to 95%, is well-established ...

BI-RADS® is an acronym for Breast Imaging Reporting and Data System. It is a worldwide example of standardization of imaging reports and results, ensuring organization, clarity, and efficiency. It ...

Real-world evaluation of the reduction in complexity of ordering DNA sequencing tests through the adoption of Fast Healthcare Interoperability Resources (FHIR) standards. Compliance category scores as ...

Abstract: BI-RADS category 4 is the diagnostic threshold between benign and malignant breast tumors and is critical in determining clinical breast cancer treatment options. However, breast tumors ...

Mammograms are invaluable. It’s the only imaging that has demonstrated a reduction in breast cancer mortality. In fact, women who have mammography screenings are 41% less likely to die of breast ...