The Breast Imaging Reporting and Data System (BI-RADS) was developed to reduce variation in the descriptions of findings. Manual analysis of breast radiology report data is challenging but is necessary for clinical and healthcare quality assurance activities. The objective of this study is to develop a natural language processing (NLP) system for automated BI-RADS categories extraction from bre...

To investigate the diagnostic value of breast ultrasound breast imaging reporting and data system (BIRADS) classification combined with transforming growth factor-β (TGF-β) detection to differentiate malignant from benign tumors. This study enrolled 163 patients with breast tumor (breast cancer of 104 cases and breast benign tumor of 59 cases) who were admitted to Cangzhou Central Hospital from...

The aim of this study is to evaluate accuracy ultrasound in diagnosing breast cancer and assessing correlation radiological findings with fine needle aspiration cytology (FNAC). Retrospective was conducted at IbneSina Hospital& Multan Medical & Dental College from July 2021 December 2021. Study on 40 patients aged between 30 90 years having limps. Subjects underwent clinical ultrasonic ...