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Author

S. Mithani

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Open access Jul 2026

A rapid point-of-care test for vancomycin monitoring at the clinical bedside

Summary Vancomycin requires individualized dosing guided by therapeutic drug monitoring, but current laboratory assays are slow and centralized. We describe a competition-format microarray assay on a poly(oligo(ethylene glycol) methacrylate-co-glycidyl methacrylate) brush integrated into a single-use microfluidic cassette and portable reader to quantify vancomycin directly from fingerstick volumes of whole blood in 30 min. The assay shows a limit of detection of 0.8 μg/mL and precise quantification across the clinical range, with relative error below 20%. In a pilot study of 31 patient samples, cassette measurements correlated strongly with routine hospital testing with minimal bias, including when operated by minimally trained coordinators. This work establishes an approach for rapid, decentralized vancomycin monitoring that could support area-under-the-curve-based dosing in settings where access to high-complexity laboratories is limited and suggests a path toward extending therapeutic drug monitoring to point-of-care devices.

Damon T. Burrow, David S. Kinnamon, Jason Liu et al. · 0 citations
Open access Jul 2026

Linguistic Fidelity and Classification Performance of Large Language Models for Generating Synthetic Operative Notes: Evaluation Study

The findings suggest that synthetic data generation may address data scarcity challenges in specialized surgical domains, particularly for rare or underrepresented procedures, enabling robust machine learning model development.

Meredith Cox, Elaine Lin, Nicholas Oleck et al. · 0 citations