PCA-SCG-ANN for detection of non-structural protein 1 from SERS salivary spectra

With non-structural protein (NS1) being acknowledged as biomarker for Dengue fever, the need to automate detection of NS1 from salivary surface enhanced Raman spectroscopic (SERS) spectra, with claim of sensitivity up to a single molecule thus become eminent. Choice for Principal Component Analysis...

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Bibliographic Details
Published in:Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Main Author: Othman N.H.; Lee K.Y.; Radzol A.R.M.; Mansor W.
Format: Conference paper
Language:English
Published: Springer Verlag 2017
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85018486323&doi=10.1007%2f978-3-319-54430-4_41&partnerID=40&md5=1f1653f2700c5f35f967037a7ae32188