Author

Xue-Feng Huang

2 papers indexed here

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Open access Sep 2026

Epidemiological Characteristics of Scarlet Fever in Liaoning Province, China: A Pre- and Post-Pandemic Comparison, 2005-2024.

OBJECTIVES This study aimed to investigate scarlet fever epidemiology in Liaoning Province, China (2005-2024), and assess COVID-19 pandemic impacts. METHODS Individual-level data on scarlet fever cases from the National Notifiable Infectious Disease Reporting System (NNIDRS) were analyzed for temporal, demographic an...

Mei-Lin Jin, Hua-Lei Xin, Jie Zhang et al. · International Journal of Inf... · 0 citations

Open access Sep 2026

A five-phase evaluation framework for diagnostic and predictive medical artificial intelligence

This study proposes a five-phase evaluation framework for medical AI, supported by a dynamic evaluation architecture reflecting the nonlinear, iterative nature of AI systems, that provides researchers, clinical institutions, and regulators with an operational, scalable approach aligned with evolving regulatory expectat...

Zi-Chen Ye, Yue Chen, Xue-Feng Huang et al. · npj Digital Medicine · 0 citations