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Advances in graphene-based K-shaped ceramic metamaterial SPR biosensor with machine learning optimization for biomedical and cancer detection applications
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DOI：10.1016/j.mtadv.2026.100887.png)
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Abstract
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• Novel K-shaped silver SPR biosensor with graphene for enhanced resonance performance. • High sensitivities up to 833.33 nm/RIU for key blood biomolecule detection. • Sharp resonance with high quality factors approaching 396 in NIR range. • Boron nitride substrate enables stable and efficient plasmonic response. • Machine learning optimization achieves strong accuracy with R2 = 0.99.
Keywords:
Graphene
Biosensor
K-shaped
Ceramic material
High sensitivity
Two-layer
Blood components
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