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Long-Feng Ran

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Review Open access Sep 2026

Diagnostic accuracy of circulating blood biomarker families in acute ischemic stroke: a secondary grouped meta-analysis with primary-study verification

Circulating biomarkers may complement clinical assessment and neuroimaging during the early evaluation of suspected acute ischemic stroke (AIS), but the evidence spans biologically and analytically heterogeneous test families. We revised the original analysis as a transparent secondary grouped diagnostic accuracy m...

Xiao Luo, Long-Feng Ran, Ya-Ou Wu et al. · 0 citations

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