PAM: A Propagation-Based Model for Segmenting Any 3D Objects across Multi-Modal Medical Images

no code implementations • 25 Aug 2024 • ZiFan Chen, Xinyu Nan, Jiazheng Li, Jie Zhao, Haifeng Li, Ziling Lin, Haoshen Li, Heyun Chen, Yiting Liu, Lei Tang, Li Zhang, Bin Dong

There's a strong need for an adaptable approach that can effectively handle different 3D medical structures and imaging modalities.

Image Segmentation Medical Image Segmentation +2

Effective Lymph Nodes Detection in CT Scans Using Location Debiased Query Selection and Contrastive Query Representation in Transformer

no code implementations • 4 Apr 2024 • Qinji Yu, Yirui Wang, Ke Yan, Haoshen Li, Dazhou Guo, Li Zhang, Le Lu, Na Shen, Qifeng Wang, Xiaowei Ding, Xianghua Ye, Dakai Jin

Lymph node (LN) assessment is a critical, indispensable yet very challenging task in the routine clinical workflow of radiology and oncology.

Contrastive Learning Lesion Detection