SpineSegment

Using deep neural network to detect and make segmentation of human beings' lesion regions in spine.

Still in coding and debuging.

We will use keras and Tensorflow with TitanX (Graphics memory:12GB).

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
multi-weights		multi-weights
overview		overview
resolution		resolution
test数据结果（22张）		test数据结果（22张）
1.png		1.png
FROC2.ipynb		FROC2.ipynb
FROC_constant_reso.py		FROC_constant_reso.py
README.md		README.md
Receiver operating characteristic (1).pdf		Receiver operating characteristic (1).pdf
data.py		data.py
data.pyc		data.pyc
from_data_to_predict.py		from_data_to_predict.py
image_result.zip		image_result.zip
patterson_hcomp2015.pdf		patterson_hcomp2015.pdf
pixel_based_segmentation.ipynb		pixel_based_segmentation.ipynb
pixel_space.ipynb		pixel_space.ipynb
predict.ipynb		predict.ipynb
predict.py		predict.py
predict2.py		predict2.py
spine_restricted.ipynb		spine_restricted.ipynb
training.py		training.py
unnikrishnan_ranjith_2007_1.pdf		unnikrishnan_ranjith_2007_1.pdf
weights.hdf5		weights.hdf5

jacobswan1/SpineSegment