Author

Pinliang Liao

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Open access Oct 2026

Harnessing Clinical Characteristics to Identify High-Risk of Drug-induced QTc Prolongation in Hospitalized Patients.

BACKGROUND Drug-induced QTc-prolongation is a major concern for developing ventricular arrhythmias, which may eventually lead to sudden cardiac death. Identifying high-risk patients is essential to support healthcare providers in handling automatically generated alerts in clinical practice. The aim of study was to deve...

Yue Zhao, Bang-Bi Weng, Gang Lan et al. · Clinical medicine (London) · 0 citations

Open access Aug 2026

Targeted metabolomic profiling and machine learning-based prediction models for persistent atrial fibrillation: a multi-center observational study

This study identified eight PerAF-related metabolites via targeted metabolomics and ML, and developed accurate predictive models (including a simplified, clinically feasible model) with favorable predictive performance for PerAF risk stratification.

Hao Gao, Yanxiu Chen, Pinliang Liao et al. · PeerJ · 0 citations