2 papers
cs.CV2026
Multiscale Switch for Semi-Supervised and Contrastive Learning in Medical Ultrasound Image Segmentation
Jingguo Qu, Xinyang Han, Yao Pu +8
Medical ultrasound image segmentation faces significant challenges due to limited labeled data and characteristic imaging artifacts including speckle noise and low-contrast boundar…
eess.IV2025
The Application of Deep Learning for Lymph Node Segmentation: A Systematic Review
Jingguo Qu, Xinyang Han, Man-Lik Chui +8
Automatic lymph node segmentation is the cornerstone for advances in computer vision tasks for early detection and staging of cancer. Traditional segmentation methods are constrain…