Optimization of graphene-based biosensor design for haemoglobin detection using the gradient boosting algorithm for behaviour prediction

•A biosensor based on a metasurfaces for detecting hemoglobin is presented.•The Gradient Boosting Algorithm predicts absorption metrics with an R2 score of 1.0.•The proposed sensor demonstrates remarkable sensitivity, achieving a peak value of 267 GHzRIU−1.•An optimal quality factor of 10.457 is exh...

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Bibliographic Details
Published in:	Measurement : journal of the International Measurement Confederation Vol. 239; p. 115452
Main Authors:	Wekalao, Jacob, Prasad Srinivasan, Guru, Patel, Shobhit K., Ahmed Al-zahrani, Fahad
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 15.01.2025
Subjects:	biosensor Gradient boosting algorithm Graphene Metamaterials Metasurfaces Plasmonic Refractive index sensing Terahertz spectroscopy biosensor Graphene Plasmonic Metasurfaces Terahertz spectroscopy Metamaterials Gradient boosting algorithm Refractive index sensing
ISSN:	0263-2241
Online Access:	Get full text
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