Prostate cancer predictor

Prostate cancer predictor throught multiparametric magnetic resonance imaging (MRI).

Execution order

Export_dataset.ipynb: Read files and manage their information in dataframes. Save and export the dataframe using the pickle library.
Manage_dataset.ipynb: Load the pickle file with dataset information, then manage and clean the dataset (manage MRI's slices). Save and export the dataframe using the pickle library.
Training_notebook_all_MRIs.ipynb: Load the pickle file with clean dataset and train a 3D convolutional neural network (CNN) for each MRI type.
Test_models.ipynb: Test the trainen model.

The dataset was obtained from PROSTATEx challenge

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
Export_dataset.ipynb		Export_dataset.ipynb
LICENSE.md		LICENSE.md
Manage_dataset.ipynb		Manage_dataset.ipynb
README.md		README.md
Test_models.ipynb		Test_models.ipynb
Training_notebook_all_MRIs.ipynb		Training_notebook_all_MRIs.ipynb