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cs.CV2024
VPBSD:Vessel-Pattern-Based Semi-Supervised Distillation for Efficient 3D Microscopic Cerebrovascular Segmentation
Xi Lin, Shixuan Zhao, Xinxu Wei +2
3D microscopic cerebrovascular images are characterized by their high resolution, presenting significant annotation challenges, large data volumes, and intricate variations in deta…
cs.CV2022
Orientation and Context Entangled Network for Retinal Vessel Segmentation
Xinxu Wei, Kaifu Yang, Danilo Bzdok +1
Most of the existing deep learning based methods for vessel segmentation neglect two important aspects of retinal vessels, one is the orientation information of vessels, and the ot…
cs.CV2022
Deep Pneumonia: Attention-Based Contrastive Learning for Class-Imbalanced Pneumonia Lesion Recognition in Chest X-rays
Xinxu Wei, Haohan Bai, Xianshi Zhang +1
Computer-aided X-ray pneumonia lesion recognition is important for accurate diagnosis of pneumonia. With the emergence of deep learning, the identification accuracy of pneumonia ha…