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Author

Islam Elnasharty

1 paper indexed here

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Open access Sep 2026

Exploratory Biomarker-Defined Phenotypic Heterogeneity Beyond a Single Physiological Reserve Construct

Background: Patient heterogeneity in routine biomarkers is often collapsed into a single physiological reserve score, but whether that one-dimensional representation holds across acute and chronic settings—or whether it obscures biomarker-defined subgroups relevant to individualized care—is unclear. Methods: We harmoni...

M. AlTaweel, Aftab Ahmed Jalbani, Fahad Memon et al. · 0 citations

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