Ying Cao
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AI-driven radiomics and functional imaging integration for intelligent identification of coronary high-risk plaques and prediction of cardiovascular events
Background: Accurate identification of high-risk coronary plaques and prediction of cardiovascular events are essential for improving the management of coronary artery disease (CAD). Although coronary computed tomography angiography (CTA) is widely used in clinical practice, conventional assessment methods remain limited by subjective interpretation and suboptimal prognostic accuracy.
First-pass isolation and procedural metrics associated with catheter ablation outcomes for atrial fibrillation: a retrospective cohort study
Abstract Background: First-pass isolation (FPI) during pulmonary vein isolation (PVI) is an acute procedural endpoint that may reflect the quality of initial lesion delivery and has been proposed as a predictor of durable ablation success.
Cross-Spatial-Scale Radiomics for Predicting Pathologic Complete Response to Neoadjuvant Chemotherapy in Breast Cancer: A Multicenter, Interpretable MRI Study
Key Words Breast cancer Neoadjuvant chemotherapy MRI Radiomics Habitat imaging Take Home Message • TriSpace integrates global tumor, intratumoral habitat, peritumoral, and clinicopathologic features to predict pathologic complete response from pretreatment breast MRI. • Across four centers, the interpretable model outperformed single-scale radiomics and maintained discrimination across clinical and technical subgroups.
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