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.
- python=3.6.3
- torch=1.6.0
- CUDA=10.1
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}
}