【文件属性】：
文件名称：Deep_MRI_brain_extraction:用于MRI脑部提取的3D卷积神经网络
文件大小：7.2MB
文件格式：ZIP
更新时间：2021-05-04 08:16:54
Python
"""
This software is an implementation of the paper
"Deep MRI brain extraction: A 3D convolutional neural network for skull stripping"
You can download the paper at http://dx.doi.org/10.1016/j.neuroimage.2016.01.024
If you use this software for your projects please cite:
Kleesiek and Urban et al, Deep MRI brain extraction: A 3D convolutional neural network for skull stripping,
NeuroImage, Volume 1
【文件预览】：
Deep_MRI_brain_extraction-master
----.gitignore(678B)
----license.txt(1KB)
----utils()
--------save_scores_in_r_format.py(2KB)
--------helper_seg.py(18KB)
--------__init__.py(1KB)
--------file_reading.py(4KB)
--------data_and_CV_handler.py(8KB)
--------Segmentation_predictor.py(15KB)
--------Segmentation_trainer.py(10KB)
----.gitattributes(378B)
----NNet_Core()
--------NN_ConvLayer_3D.py(19KB)
--------NN_ConvNet.py(42KB)
--------NN_PerceptronLayer.py(18KB)
--------maxPool3D.py(4KB)
--------__init__.py(1KB)
--------NN_ConvLayer_2D.py(24KB)
--------NN_Analyzer.py(4KB)
--------utilities.py(15KB)
--------NN_Optimizers.py(23KB)
--------TransferFunctions.py(3KB)
--------NN_regularizers.py(4B)
----Readme.md(10KB)
----OASIS_ISBR_LPBA40__trained_CNN__non_cuDNN.save(3.84MB)
----OASIS_ISBR_LPBA40__trained_CNN.save(3.84MB)
----deep3Dpredict.py(9KB)
----deep3Dtrain.py(9KB)