A machine learning framework to analyze hyperspectral stimulated Raman scattering microscopy images of expressed human meibum

We develop and discuss a methodology for batch-level analysis of hyperspectral stimulated Raman scattering (hsSRS) data sets of human meibum in the CH-stretching vibrational range. The analysis consists of two steps. The first step uses a training set (n=19) to determine chemically meaningful refere...

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Bibliografiske detaljer
Udgivet i:J Raman Spectrosc
Main Authors: Alfonso-García, Alba, Paugh, Jerry, Farid, Marjan, Garg, Sumit, Jester, James V., Potma, Eric O.
Format: Artigo
Sprog:Inglês
Udgivet: 2017
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Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5608037/
https://ncbi.nlm.nih.gov/pubmed/28943709
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/jrs.5118
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