no code implementations • 25 Mar 2024 • Tianwei Zhang, Dong Wei, Mengmeng Zhu, Shi Gu, Yefeng Zheng
In this work, we propose two complementary pretext tasks for this group of medical image data based on the spatial relationship of the imaging planes.
no code implementations • 4 Jan 2023 • Zhilin Zheng, Xu Fang, Jiawen Yao, Mengmeng Zhu, Le Lu, Lingyun Huang, Jing Xiao, Yu Shi, Hong Lu, Jianping Lu, Ling Zhang, Chengwei Shao, Yun Bian
Lymph node (LN) metastasis status is one of the most critical prognostic and cancer staging factors for patients with resectable pancreatic ductal adenocarcinoma (PDAC), or in general, for any types of solid malignant tumors.
no code implementations • 12 May 2020 • Yitian Li, Ruini Xue, Mengmeng Zhu, Jing Xu, Zenglin Xu
Many complex network structures are proposed recently and many of them concentrate on multi-branch features to achieve high performance.