Beyond Molecular Structures: Investigating Demographic Factors in Drug-Induced Cardiotoxicity Prediction Models

This record contains all research artifacts accompanying the paper "Beyond Molecular Structures: Investigating Demographic Factors in Drug-Induced Cardiotoxicity Prediction Models", including: CARBIDE.tar.xz - The 27 variants of the CARBIDE dataset, derived form FAERS pharmacovigilance database, MAPPINGS.tar.xz - Associated files required to reproduce the preparation of the CARBIDE dataset variants from the raw data, RAW_DATA.tar.xz - Initial data from FAERS (2012-2024), PROCESSED_RESULTS.tar.xz - Aggregated performance metrics, model predictions, and results of all performed analyses, MODELS_AND_RAW_RESULTS.zip - Raw results, including: all trained ML models, Optuna studies, model predictions, performance metrics, and training logs.