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The Study of LSPR Biosensor Data Processing Based on Deep Learning

Jingwen Wang,Peng Ran, Yuhan Luo, Peihan Tian, Yalan Mao

2021 5th International Conference on Communication and Information Systems (ICCIS)（2021）

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Abstract
In order to process the data of the localized surface plasmon resonance (LSPR) biosensor more quickly and scientifically, this paper takes the reflection spectrum data obtained from the LSPR biosensor precipitated gold nanoparticle self-assembled monolayer (NPSAM) as an example, and designs a data processing algorithm based on deep learning . The data is processed into a two-dimensional color imag...
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Key words
deep learning,biosensor,feature extraction,feature dimensionality reduction
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