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超感度検出のための機械学習の強化されたプラズモニックバイオセンサ

M Sahaya Sheela1, A Ponraj2, S Kumarganesh3

  • 1Department of ECE, Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, Chennai, India.

Discover nano
|January 4, 2026
PubMed
まとめ

No abstract available in PubMed .

キーワード:
ベイジアン最適化バイオフォトニクスバイオセンサ機械学習プラズモンのバイオセンサランダムな森林感受性表面強化ラーマン光学表面プラズモンの共鳴超感度検出

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Microbial biosensors are analytical devices that utilize living microbes to detect specific substances through measurable signals. These devices consist of two main components: biosensing organisms and signal-transducing elements. Biosensing organisms, such as Escherichia coli or Saccharomyces cerevisiae, are typically housed in multiwell plates connected to transducers, enabling rapid, real-time detection of target analytes.Signal Generation MechanismWhen a target analyte—such as...
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