A Weakly Supervised Segmentation Network Embedding Cross-scale Attention Guidance and Noise-sensitive Constraint for Detecting Tertiary Lymphoid Structures of Pancreatic Tumors

Bingxue Wang,Liwen Zou,Jun Chen,Yingying Cao,Zhenghua Cai,Yudong Qiu,Liang Mao,Zhongqiu Wang,Jingya Chen,Luying Gui, Xiaoping Yang

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS（2024）

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关键词

Image segmentation,Tumors,Training,Immune system,Feature extraction,Annotations,Bioinformatics,Cross-scale attention,noise-sensitive constraint,pancreatic tumor,tertiary lymphoid structures,weakly supervised segmentation

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