Author

Fuxian Ren

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Open access Jul 2026

Incremental predictive value of CMR phenotyping for major adverse cardiovascular events: an interpretable machine learning study from UK Biobank

CMR-derived phenotypes provide incremental prognostic value beyond traditional risk factors and may improve early identification of individuals at elevated cardiovascular risk and may improve early identification of individuals at elevated cardiovascular risk.

Pei Liu, Chang Liu, Yao Ma et al. · Frontiers in Medicine · 0 citations

Aug 2026

Discordant fatty acid profile drives residual inflammatory risk in metabolically vulnerable patients with low atherogenic lipoprotein burden.

A latent fatty acid phenotype defined by omega-3 depletion and elevated omega-6/omega-3 ratio was associated with structural plaque vulnerability despite favorable atherogenic lipoprotein levels.

Yuan Wang, Chaohui Han, Jiahui Yao et al. · Atherosclerosis · 0 citations