Artificial intelligence (AI) is increasingly being applied in healthcare, including cardiology, with growing interest in its potential to support diagnosis, prognosis, and clinical decision-making. The rapid pace of technological advancements is not matched by equivalent progress in the regulation and appraisal of th...
Łukasz Kołtowski, M. Basza, M. Soliński et al.· European Heart Journal - Dig...· 0 citations
BACKGROUND
Fractional flow reserve (FFR) is the gold standard for evaluating the functional significance of coronary stenosis. With advances in methods based on computational fluid dynamics and three-dimensional vessel reconstructions, non-invasive assessment using indices such as vessel FFR (vFFR) has become feasible....
Piotr Baruś, Adrian Bednarek, K. Sadowski et al.· Clinical Research in Cardiol...· 0 citations
An ensemble model combining logistic regression, random forest, gradient boosting, and support vector machine was developed using cross-validated hyperparameter tuning to identify reduced LVEF and was externally validated in an independent prospective cohort from the Medical University of Warsaw.
M. Basza, M. Soliński, Damian Kucharski et al.· 0 citations
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