Europe PMC

Measuring mammographic density: comparing a fully automated volumetric assessment versus European radiologists' qualitative classification.

Breast Imaging-Reporting and Data System (BI-RADS) mammographic density categories are associated with considerable interobserver variability. Automated methods of measuring volumetric breast density ...
Nature

Differentiating benign from malignant solid breast masses: value of shear wave elastography according to lesion stiffness combined with greyscale ultrasound according to BI ...

The aim of this study was to assess the performance of shear wave elastography combined with BI-RADS classification of greyscale ultrasound images for benign/malignant differentiation in a large group ...
Medical Xpress

Study examines BI-RADS and MRI in predicting breast cancer

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 ...
Europe PMC

A New Computer-Aided Diagnosis System with Modified Genetic Feature Selection for BI-RADS Classification of Breast Masses in Mammograms.

Mammography remains the most prevalent imaging tool for early breast cancer screening. The language used to describe abnormalities in mammographic reports is based on the Breast Imaging Reporting and ...
IEEE

Advanced BI-RADS Classification for Mammographic DICOM Data Using Transformers Architecture for Cancer Detection

Abstract: Breast cancer remains one of the most prevalent cancers among women worldwide, underscoring the critical need for early and accurate detection methods. The Breast Imaging Reporting and Data ...
EurekAlert!

Six-month follow-up appropriate for BI-RADS 3 findings on mammography

OAK BROOK, Ill. - Women with mammographically detected breast lesions that are probably benign should have follow-up surveillance imaging at six months due to the small but not insignificant risk that ...
Medindia

BI-RADS Terminology Helps Detect Malignancy of Breast Lesions

A new study published in the journal Radiology has revealed that the Breast Imaging and Reporting Data Systems (BI-RADS) terminology used by radiologists to classify breast imaging results can help ...
Frontiers

The application of multimodal ultrasound examination in the differential diagnosis of benign and malignant breast lesions of BI-RADS category 4

Objectives: The purpose of this study was to the diagnostic value of conventional ultrasound (US), contrast-enhanced ultrasound (CEUS) and shear wave elastography (SWE) for identifying benign and ...
IEEE

Artificial Intelligence (AI)-Deep Neural Network (DNN) based Classification model to find BI-RADS score from Mammogram Images

Abstract: Breast cancer is the leading cancer among women globally. It is reported that with every four minutes, an Indian woman is diagnosed with breast cancer. To describe cancer, concept of staging ...
Medscape

Radiologists Call for Consensus on Thyroid Nodule Guidelines

LOS ANGELES — The Thyroid Imaging Reporting and Data System (TI-RADS), modeled on the BI-RADS classification of breast lesions, has the highest diagnostic accuracy for stratifying thyroid nodules, ...