ECS-Net: Extracellular Space Segmentation with Contrastive and Shape-Aware Loss by Using Cryo-Electron Microscopy Imaging

Chuqiao Yang,Jiayi Xie, Xinrui Huang, Hanbo Tan, Qirun Li, Zeqing Tang, Xinlei Ma, Jiabin Lu,Qingyuan He, Wanyi Fu,Yixing Huang,Junhao Yan, Hongfeng Li,Zhaoheng Xie, Yao Sui,Yanye Lu,Hongbin Han

Expert Systems with Applications（2025）

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Cryo-electron microscopy,Deep learning,Extracellular space segmentation,Contrastive learning,Shape aware

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