Raman Spectroscopy 2018
DOI: 10.5772/intechopen.72933
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Raman Spectroscopy for In Vivo Medical Diagnosis

Abstract: Raman spectroscopy is a noninvasive optical technique that can be used as an aid in diagnosing certain diseases and as an alternative to more invasive diagnostic techniques such as the biopsy. Due to these characteristics, Raman spectroscopy is also known as an optical biopsy technique. The success of Raman spectroscopy in biomedical applications is based on the fact that the molecular composition of healthy tissue is different from diseased tissue; also, several disease biomarkers can be identified in Raman s… Show more

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Cited by 31 publications
(36 citation statements)
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“…Multivariate analysis handles high‐dimensional data by reducing their dimensionality to a few meaningful variables. In spectroscopy, the specific aims can be to simplify the data description or exploratory analysis to find correlations among variables, classification, discrimination, regression, and prediction . We applied three multivariate methods to our spectral information: PC analysis (PCA), SVM, and PLS regression.…”
Section: Methodsmentioning
confidence: 99%
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“…Multivariate analysis handles high‐dimensional data by reducing their dimensionality to a few meaningful variables. In spectroscopy, the specific aims can be to simplify the data description or exploratory analysis to find correlations among variables, classification, discrimination, regression, and prediction . We applied three multivariate methods to our spectral information: PC analysis (PCA), SVM, and PLS regression.…”
Section: Methodsmentioning
confidence: 99%
“…The optical technique Raman spectroscopy can be a powerful tool for the characterization of biomarkers due to its capability to access structural conformation, its nondestructiveness, and ease of sample preparation . At the molecular level, healthy tissue is different from diseased tissue; hence, Raman spectroscopy can be applied to detect biomarkers and identify or follow the progression of certain medical conditions, becoming a noninvasive alternative to improve the diagnosis and prognosis of diseases …”
Section: Introductionmentioning
confidence: 99%
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