معرفی
Dr. Yalei Yang is an Honorary Research Associate at the School of Mathematics & Statistics, University of Glasgow. Their research focuses on medical imaging and statistical modeling, particularly in cardiovascular applications. They collaborate with experts in cardiology and biomedical engineering to develop advanced analytical frameworks for diagnostic imaging.
Key research interests include Bayesian hierarchical modeling, spatio-temporal analysis of medical imaging data, and machine learning applications in cardiology. Their work integrates statistical methodologies with clinical challenges to improve diagnostic accuracy for conditions like myocardial ischaemia.
Publications highlight contributions to DCE-MRI analysis for ischemia detection and myocardial perfusion classification using Markov Random Fields. These studies emphasize generalizable statistical models with clinical relevance. No grants or awards are explicitly listed, though their collaborative projects suggest active research engagement. No lab affiliations are specified in the provided text.
