Protein Identification and Quantification Using Porous Silicon Arrays, Optical Measurements, and Machine Learning

Protein Identification and Quantification Using Porous Silicon Arrays, Optical Measurements, and Machine Learning

We report a versatile platform based on an array of porous silicon (PSi) thin films that can identify analytes based on their physical and chemical properties without the use of specific capture agents. The ability of this system to reproducibly classify, quantify, and discriminate three proteins se...

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Bibliographic Details
Main Authors: Simon J. Ward, Tengfei Cao, Xiang Zhou, Catie Chang, Sharon M. Weiss
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Biosensors
Subjects:
biosensing
porous silicon
sensor array
machine learning
dimensionality reduction
point-of-care
Online Access:https://www.mdpi.com/2079-6374/13/9/879

Internet

https://www.mdpi.com/2079-6374/13/9/879

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