/RAGCM

Region-aware Global Context Modeling for Automatic Nerve Segmentation from Ultrasound Images

Primary LanguagePython

Region-aware Global Context Modeling for Automatic Nerve Segmentation from Ultrasound Images

This is the official repo for the paper Region-aware Global Context Modeling for Automatic Nerve Segmentation from Ultrasound Images, published in AAAI2021.

Due to commercial cooperation considerations, we only provide codes of core modules and the whole trainable models for the convenience of comparisons.

Hopefully, We will release all of the codes in the future.

Requirements

  • python=3.6.3
  • torch=1.6.0
  • CUDA=10.1

Citing RAGCM

If you find RAGCM useful, please cite our paper.

@inproceedings{RAGCM,
  author    = {Huisi Wu and
               Jiasheng Liu and
               Wei Wang and
               Zhenkun Wen and
               Jing Qin},
  title     = {Region-aware Global Context Modeling for Automatic Nerve Segmentation
               from Ultrasound Images},
  booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
               2021, Thirty-Third Conference on Innovative Applications of Artificial
               Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
               in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
               2021},
  pages     = {2907--2915},
  publisher = {{AAAI} Press},
  year      = {2021},
  url       = {https://ojs.aaai.org/index.php/AAAI/article/view/16397}
}