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Sep 2026

Impact of different MMR vaccination strategies on mumps incidence in Jiangsu, China: A 20-year interrupted time series analysis based on 180,000 cases.

BACKGROUND Although China upgraded its mumps vaccine schedule to two doses, quantitative evaluations of real-world, population-level effects remain limited. This study systematically evaluated the immediate and long-term impacts of 1-dose and 2-dose measles-mumps-rubella (MMR) vaccination strategies on mumps incidence...

Ming-Ma Li, De-Fu Yuan, Zhi-Guo Wang et al. · 0 citations
Open access Aug 2026

Machine learning quantifies immuno-virological interactions: a TRIPOD+AI compliant prediction model for HIV-1 salvage therapy outcomes

The developed XGBoost model overcomes the limitations of traditional linear scoring and achieves precise prediction of HIV salvage therapy outcomes by quantifying immune modulatory effects and therapeutic exhaustion markers.

De-Fu Yuan, Yang-Yang Liu, Shan-Shan Liu et al. · 0 citations

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