Europe PMC

Are we ready to stratify BI-RADS 4 MRI lesions?

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 ...
Europe PMC

Evaluation of the positive predictive value (PPV3) of ACR BI-RADS category 4 and 5 based on the outcomes of Invasive Diagnostic Office in an outpatient clinic.

The American College of Radiology (ACR) BI-RADS classification is the applicable for breast lesion assessment. BI-RADS categories 4 and 5 need to be followed by biopsy. The aim of our study was to ...
GitHub

mervebulbul/NSR-VF-Breast-Ultrasound-MedGemma

A self-reflective multimodal RAG pipeline that verifies breast ultrasound reports generated by a fine-tuned MedGemma 4B VLM against the ACR BI-RADS 6th Edition Atlas. When morphological descriptors ...
Scientific Research Publishing

D’Orsi, C.J., Sickles, E.A. and Mendelson, E.B. (2013) ACR BI-RADS ® Atlas, Breast Imaging Reporting and Data System. American College of Radiology, Reston.

ABSTRACT: Objective: To evaluate the role of invasive imaging in the identification and pre-surgical localization of endoductal breast lesions. Methods: We retrospectively evaluated cytological ...
Scientific Research Publishing

American College of Radiology (2003) ACR-BI-RADS-Ultrasound. In: ACR Breast Imaging Reporting and Data System, Breast Imaging Atlas. American College of Radiology, Reston.

ABSTRACT: Breast cysts (galactocele) form in the mammary gland from ductal obstruction. Multiple pathologic entities may produce complex cystic breast lesions. Ultrasound is presently the first ...