This code mainly targets at reproducing the results in "Efficient Lung Cancer Cell Detection with Deep Convolution Neural Network". The pre-trained model and the accelerated network definition can be found in /models/zx_lenet_is. This implementation is based on caffe 1.0.
Free free to cite us if you think our code help your research.
@incollection{xu2015efficient,
title={Efficient Lung Cancer Cell Detection with Deep Convolution Neural Network},
editor={Wu, Guorong and Coup{\'e}, Pierrick and Zhan, Yiqiang and Munsell, Brent and Rueckert, Daniel},
author={Xu, Zheng and Huang, Junzhou},
booktitle={Patch-MI},
pages={79--86},
year={2015},
publisher={Springer International Publishing}
}
Our following paper is also based on this implementation, which you might also want to take a look.
@inproceedings{xu2016detecting,
title={Detecting 10,000 Cells in One Second},
author={Xu, Zheng and Huang, Junzhou},
booktitle={International Conference on Medical Image Computing and Computer-Assisted Intervention},
pages={676--684},
year={2016},
organization={Springer}
}