MINDRF

A multimodal integrative nexus for disease-risk prediction in psychiatric disorders

Prerequisites:

The tool was developed using the following dependencies:

1. Python (3.11.7 or greater)
2. NumPy (1.26.4 or greater).
3. pandas (2.1.4 or greater).
4. matplotlib (3.8.0 or greater).
5. shap (0.47.2 or greater).
6. scikit-learn (1.4.2 or greater).
7. scipy (1.11.4 or greater).
8. transformers (4.49.0 or greater)

Code:

1 Data preparation.ipynb

2 LightGBM.ipynb

3 Menberta.ipynb

4 Transformer.ipynb

5 5Enigmatoolbox.ipynb