AI-Assisted Identification of Candidate Diagnostic Biomarkers for Heart Failure Using Multi-Omics Integration
Background: Heart failure (HF) remains a major global health burden associated with high morbidity and mortality. Conventional biomarkers, such as B-type natriuretic peptide (BNP), have limited diagnostic performance because they do not fully capture the molecular complexity of HF. Integrating multi-omics data with art...