Ultrasound imaging is widely used for the clinical assessment and study of musculoskeletal
tissues because of its capacity for real-time imaging, low cost, high availability and …

Fundus examination, conducted through the analysis of retinal images, plays a pivotal role
in aiding the diagnosis of ophthalmic diseases. Currently, deep learning models have been …

Deploying deep segmentation models in new medical centers poses a significant challenge
due to statistical disparities between source and unknown domains. Recent advancements …

The wide prevalence of staining variations in digital pathology presents a significant
obstacle, often undermining the effectiveness of diagnosis and analysis. The current …

Accuratelysegmenting polyps from colonoscopy images is essential for diagnosing
colorectal cancer. Despite the tremendous success of the deep convolutional neural …