Multimodal ultrasound combining B-mode ultrasound (BUS) and contrast-enhanced ultrasound (CEUS) has become a powerful tool for diagnosing superficial nodules in the thyroid and …
Atrial fibrillation, characterized by high prevalence and poor prognosis, presents a significant global health burden. Accurate segmentation and measurement of left ventricular and …
Accurate segmentation of the left atrial appendage (LAA) in transesophageal echocardiography is the foundation for clinical evaluation. However, the ambiguous boundaries of the …
Elastography ultrasound imaging is increasingly important in the diagnosis of thyroid cancer and other diseases, but its reliance on specialized equipment and techniques limits …
多模态医学语料库是医学研究、临床诊断和教学的重要工具之一。然而，现有的医学语料库大多仅有文本数据，缺乏匹配的直观图像，信息不够充分。而大量医学图像缺少明确的语义标签，导致构建语料库困难。针对上述问题，该文提出一种面向多模态医学语料库的皮肤镜图像分类方法，通过对皮肤镜图像进行精确分类获取语义标签，并结合自然语言处理方法匹配相关文本信息，从而建立图像与文本相结合 …
In the histopathological melanoma image diagnosis system, manual identification of super-scale slides with dense cells is tedious, time-consuming, and subjective. To deal with this …