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Deep learning based domain adaptation for mitochondria segmentation on EM volumes
This repository contains the code to reproduce the methods described in the publication entitled "Deep learning based domain adaptation for mitochondria segmentation on EM volumes".
The code and detailed instructions of the four different implemented strategies are available in the following links:
This repository is the base of the following work:
@article{franco2022domain,
title = {Deep learning based domain adaptation for mitochondria segmentation on EM volumes},
journal = {Computer Methods and Programs in Biomedicine},
volume = {222},
pages = {106949},
year = {2022},
publisher={Elsevier}
issn = {0169-2607},
doi = {https://doi.org/10.1016/j.cmpb.2022.106949},
url = {https://www.sciencedirect.com/science/article/pii/S0169260722003315},
author={Franco-Barranco, Daniel and Pastor-Tronch, Julio and Gonz{\'a}lez-Marfil, Aitor and Mu{\~n}oz-Barrutia, Arrate and Arganda-Carreras, Ignacio},
}