Real-time landmark detection for precise endoscopic submucosal dissection via shape-aware relation network

Introduction

This is an official release of the paper Real-time landmark detection for precise endoscopic submucosal dissection via shape-aware relation network.

Real-time landmark detection for precise endoscopic submucosal dissection via shape-aware relation network,
Jiacheng Wang, Yueming Jin, Shuntian Cai, Hongzhi Xu, Pheng-Ann Heng, Jing Qin, Liansheng Wang
In: Medical Image Analysis (MedIA), 2021
[arXiv][Bibetex]

Code List

• Network
• Pre-processing
• Training Codes
• Pretrained Weights

For more details or any questions, please feel easy to contact us by email ^_^

Usage

1. Install the library of COCO and DCNv2.

Weight

Detailed parameters of our trained network will be uploaded soon !!!

TODO

• Pretrained Weights
• Inference Tools
• Data

Citation

If you find this work interesting or useful, please consider citing:

@article{WANG2021102291,
title = {Real-time landmark detection for precise endoscopic submucosal dissection via shape-aware relation network},
journal = {Medical Image Analysis},
pages = {102291},
year = {2021},
issn = {1361-8415},
doi = {https://doi.org/10.1016/j.media.2021.102291},
url = {https://www.sciencedirect.com/science/article/pii/S1361841521003364},
author = {Jiacheng Wang and Yueming Jin and Shuntian Cai and Hongzhi Xu and Pheng-Ann Heng and Jing Qin and Liansheng Wang}
}