CBD-BASE

Clinical biomarker detection pipeline - v03.16.2023 - First release

The Clinical Biomarker Detection pipeline presented in this repository applies pre-processing and machine learning-based approaches to identify strong biomarkers for a given disease in clinical cohort data. The pipeline is currently designed to apply Support Vector Machine Classification to predict a binary target feature (e.g. disease) in combination with other configurable techniques and processing steps that can drastically improve the prediction power. Please carefully read the read me file to optimize the application to your needs.