M. Kondraciuk

Proteomic machine-learning signatures associated with carotid plaque: A population-based hypothesis-generating study

Carotid plaque (CP) is a surrogate marker of cardiovascular disease, and high-risk morphology significantly increases the risk of stroke. The aim of this study was to develop advanced machine learning (ML) models to predict the presence of CP in the general population. The study involved 693 participants from the Polis...