计算机辅助诊断(computer aided diagnosis, CAD) 在超声医学中的应用已有多年历史, 在乳腺,
甲状腺, 颈动脉和肝脏等领域已有较好的应用成果. 近年来, 随着深度学习的提出 …

Objective: To explore the application value of artificial intelligence-assisted diagnosis model
based on convolutional neural network (CNN) in the differential diagnosis of benign and …

The ultrasound imaging is one of the most common schemes to detect diseases in the
clinical practice. There are many advantages of ultrasound imaging such as safety …

We live in an exciting time, which many call the Information Age, signifying the fact that the
amount of information in the world is growing exponentially. The use of medical imaging is …

Ultrasound (US) has become one of the most commonly performed imaging modalities in
clinical practice. It is a rapidly evolving technology with certain advantages and with unique …

The quality and quantity of training data is vital for computer-aided diagnosis (CADx) based
on deep learning. However, the biomedical industry lacks large database of ultrasound …

Background: Breast cancer is one of the most common malignant tumors in women. A
noninvasive ultrasound examination can identify mammary-gland-related diseases and is …

The purpose of this study was to develop a computer-aided diagnosis (CAD) system for the
classification of malignant and benign masses in the breast using ultrasonography based on …