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
The original analysis was revised as a transparent secondary grouped diagnostic accuracy meta-analysis and verified all contributing primary reports, and non-coding RNA and extracellular chromatin/cell-free DNA tests show promising but methodologically fragile diagnostic signals.
Xiao Luo, Long-Feng Ran, Ya-Ou Wu et al.
· Frontiers in Neurology · 0 citations