Corpus ID: 54067407

Phase Collaborative Network for Multi-Phase Medical Imaging Segmentation

@article{Zheng2018PhaseCN,
  title={Phase Collaborative Network for Multi-Phase Medical Imaging Segmentation},
  author={Huangjie Zheng and Lingxi Xie and Tianwei Ni and Ya Zhang and Y. Wang and Q. Tian and E. Fishman and A. Yuille},
  journal={ArXiv},
  year={2018},
  volume={abs/1811.11814}
}

Huangjie Zheng, Lingxi Xie, +5 authors A. Yuille

Published 2018

Computer Science

ArXiv

Integrating multi-phase information is an effective way of boosting visual recognition. In this paper, we investigate this problem from the perspective of medical imaging analysis, in which two phases in CT scans known as arterial and venous are combined towards higher segmentation accuracy. To this end, we propose Phase Collaborative Network (PCN), an end-to-end network which contains both generative and discriminative modules to formulate phase-to-phase relations and data-to-label relations… CONTINUE READING

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