Author

Xin-Jie Zeng

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Open access Oct 2026

Early changes in CT-derived quantitative flow ratio after transcatheter aortic valve replacement: a serial coronary physiological assessment

Transcatheter aortic valve replacement (TAVR) is an established treatment for severe aortic valve stenosis, but its effects on coronary physiology remain incompletely understood. CT-derived quantitative flow ratio (CT-QFR) enables non-invasive assessment of coronary physiology. This study aimed to investigate the e...

Lie-You Li, Yong-Hui Yu, Xin-Jie Zeng et al. · Frontiers in Cardiovascular... · 0 citations

#machine learning Preprint Oct 2026

Kernel Singular Value Decomposition with Extension to Multiple Data Sources

Kernel Singular Value Decomposition (KSVD) learns a pair of singular vectors w.r.t. an asymmetric kernel matrix, which can be induced by two data sources, e.g., the queries and keys in self-attention or the rows and columns of a given matrix. In this work, we extend KSVD to multiple data sources, namely eKSVD, which co...

Xin-Jie Zeng, Qing-Hua Tao, Johan A. K. Suykens · 0 citations