This repository contains all the code for multisite Schizophrenia (SZ) Classification by integrating structural magnetic resonance imaging data (sMRI) with polygenic risk score (PGRS). Details of the method are described in the paper: Multisite Schizophrenia Classification by Integrating Structural Magnetic Resonance Imaging Data with Polygenic Risk Score.
To protect participant privacy, which the genetic data used in our study may involve, the data is currently not available for public download. For specific research needs, the corresponding author can be contacted to discuss data sharing ([email protected]).
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SVM
python code/SVM.py
It will generate two folder. One is
model/
to store the trained models, and the other isvariable/
to store the false positive rate (fpr) and true positive rate (tpr). -
LR
python code/LR.py
python code/Ensemble_Learning.py
python code/weight.py