Created by Zhihong Chen, Lisha Yao, Yanfen Cui, Yunlin Zheng, Suyun Li, Xiaorui Han, Xuewei Kang, Xin Chen, Wenbin Liu, Chu Han, Zaiyi Liu, Bingjiang Qiu, Gang Fang
This repository contains PyTorch implementation for ALIEN.
Paper: ALIEN: Attention-Guided Cross-ResoLutIon CollaborativE Network for 3D Gastric Cancer Segmentation in CT Images
- An attention-guided collaborative network for 3D gastric cancer segmentation in CT images.
- Multi-attention fusion module enhances the encoding capacity, addressing the issue of over-segmentation.
- Cross-resolution fusion module facilitates the simultaneous capture of detailed and high-level semantic information.
- Scale-aware activation module selectively extracts and integrates specific patterns from decoded features for feature refinement.