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Create_model.py
README.md
Read_data.py
main.py
settings.py

README.md

BCVbrats

Silvana Castillo, Laura Daza, Luis Carlos Rivera, Pablo Arbeláez, Brain Tumor Segmentation and Parsing on MRIs Using Multiresolution Nerual Networks.

Project Page

Dependencies

To execute this, you must have Python 2.7.*, Tensorflow, Numpy, SciPy and NiBabel. For the packages we recomend installing the Anaconda Python distribution and proceed with the instalation as follows:

conda install numpy
conda install -c anaconda scipy
pip install nibabel

Citation

@InProceedings{Brats2017,
author={Laura Silvana Castillo and Laura Alexandra Daza and Luis Carlos Rivera and Pablo  Arbeláez},
editor="Crimi, Alessandro and Bakas, Spyridon
and Kuijf, Hugo and Menze, Bjoern and Reyes, Mauricio",
title="Brain Tumor Segmentation and Parsing on MRIs Using Multiresolution Neural Networks",
booktitle="Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries",
year="2018",
publisher="Springer International Publishing",
address="Cham",
pages="332--343"
}