Workflows

Integrative Prediction Strategy (IPS) predicts brain gene expression from blood-derived features using pre-trained machine learning models. The workflow integrates multiple feature selection strategies (unsupervised and supervised) and evaluates model performance across cross-validation folds.

Workflow Steps:

1. Load matched blood and brain gene expression data.
2. Apply feature selection:

• Unsupervised feature selection (features selected without using the target brain gene)
• Supervised ...