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A compact microwave CSRR resonator for non-invasive glucose sensing enhanced by machine learning

Abstract This paper presents a new, compact shape of a planar microwave resonator sensor for non-invasive blood glucose monitoring, enabling effective diabetes management. The proposed sensor is based on four cells of compact, irregularly curved Coupled Split Ring Resonators (CSRRs) printed on an af...

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Furkejuvvon:
Váldodahkkit: Dalia N. Elsheakh, Esraa Sallam, Ibrahim H. El-Shal, Omar M. Fahmy
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: SpringerOpen 2026-07-01
Ráidu:Advanced Modeling and Simulation in Engineering Sciences
Fáttát:
Microwave sensors
Complementary split ring resonator (CSRR)
Non-invasive detection
Continuous monitoring
Machine learning (ML)
Classification algorithms
Liŋkkat:https://doi.org/10.1186/s40323-026-00327-8
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