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Cardiovascular disease detection using machine learning and carotid/femoral arterial imaging frameworks in rheumatoid arthritis patients
AbstractThe study proposes a novel machine learning (ML) paradigm for cardiovascular disease (CVD) detection in individuals at medium to high cardiovascular risk using data from a Greek cohort of 542 individuals with rheumatoid arthritis, or diabetes mellitus, and/or arterial hypertension, using conventional or office-based, laboratory-based blood biomarkers and carotid/femoral ultrasound image-based phenotypes. Two kinds of data (CVD risk factors and presence of CVD —defined as stroke, or myocardial infarction, or coronary artery syndrome, or peripheral artery disease, or coronary heart disease) as ground truth, were co...
Source: Rheumatology International - January 11, 2022 Category: Rheumatology Source Type: research

Risk of cardiovascular events in patients having had acute calcium pyrophosphate crystal arthritis
Conclusions Acute CPP crystal arthritis was significantly associated with elevated short and long-term risk for non-fatal CV event.
Source: Annals of the Rheumatic Diseases - August 11, 2022 Category: Rheumatology Authors: Tedeschi, S. K., Huang, W., Yoshida, K., Solomon, D. H. Tags: ARD, Crystal arthropathies Source Type: research