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Li-Guo Liang

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Open access Aug 2026

Development of a rapid isothermal amplification method for clinical detection of Vibrio cholerae.

INTRODUCTION The aim of this study was to develop a rapid isothermal amplification assay for Vibrio cholerae. METHODOLOGY Specific primers were designed following the guidelines of the National Center for Biotechnology Information (NCBI) database and based on the highly conserved sequence of the Vibrio cholerae virul...

Yan Shen, Si-Ming Lu, Hong-Liang Liu et al. · 0 citations
#federated learning Review Open access Sep 2026

A closed-loop paradigm for precision oncology: Integrating dynamic monitoring, organoid models, and explainable AI.

BACKGROUND Precision oncology faces three systemic bottlenecks: static molecular snapshots fail to capture tumor dynamics, patient‑derived organoids lack physiological reconstruction of the tumor microenvironment (TME), and artificial intelligence (AI) remains a "black box" in clinical decision‑making. This review aims...

Ya-Nan Liu, Ya-Ping Wang, Xiao-Xia Huang et al. · 0 citations

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