Deep Learning Combining Mammography and Ultrasound Images to Predict the Malignancy of BI-RADS US 4a Lesions in Women with Dense Breasts: A Diagnostic Study

Information Science, Artificial Intelligence, Medicine, Medical Imaging, Oncology,
deep learning   mammography   ultrasound   dense breasts   BI-RADS 4a   breast neoplasms  

Research on Using Deep Learning to Combine Mammography and Ultrasound Images for Predicting Malignancy of BI-RADS US 4A Lesions in Women with Dense Breasts Background Breast cancer is the most common malignant tumor in women, with a relatively high incidence and mortality rate. Previous studies have found that women with dense breasts are more like...

Artificial Intelligence-Based Classification of Breast Lesion from Contrast Enhanced Mammography: A Multicenter Study

Information Science, Artificial Intelligence, Medicine, Medical Laboratory Science, Medical Imaging, Oncology,
breast lesions   artificial intelligence   diagnosis   mammography   deep learning  

Multi-center Study on Artificial Intelligence-based Classification of Breast Lesions In the field of breast cancer, early diagnosis is crucial for improving treatment efficacy and survival rate. Breast cancer can be mainly divided into two categories: in situ carcinoma and invasive carcinoma, which have significant differences in treatment strategi...