Towards development of a novel universal medical diagnostic method: Raman spectroscopy and machine learning
NM Ralbovsky, IK Lednev - Chemical Society Reviews, 2020 - pubs.rsc.org
… Raman spectroscopy in combination with machine learning … on using Raman spectroscopy
and machine learning to address … Raman spectroscopy in combination with machine learning …
and machine learning to address … Raman spectroscopy in combination with machine learning …
Chemometric analysis in Raman spectroscopy from experimental design to machine learning–based modeling
S Guo, J Popp, T Bocklitz - Nature protocols, 2021 - nature.com
… Raman spectroscopy has, therefore, proven versatile in many biological and … Raman
spectroscopy include subcellular structures, cells and tissues. In most cases, Raman spectroscopy …
spectroscopy include subcellular structures, cells and tissues. In most cases, Raman spectroscopy …
Recent progresses in machine learning assisted Raman spectroscopy
… machine learning in various areas, fewer reviews focus on the applications of machine learning
in Raman spectroscopy… applied in conjunction with Raman spectroscopy in diverse fields …
in Raman spectroscopy… applied in conjunction with Raman spectroscopy in diverse fields …
[HTML][HTML] Machine learning of Raman spectroscopy data for classifying cancers: a review of the recent literature
N Blake, R Gaifulina, LD Griffin, IM Bell, GMH Thomas - Diagnostics, 2022 - mdpi.com
… deep learning models. We conduct a literature review to ascertain the recent machine
learning methods used to classify cancers using Raman spectral data. We find that while deep …
learning methods used to classify cancers using Raman spectral data. We find that while deep …
Machine learning methods for quantitative analysis of Raman spectroscopy data
… quantification of illicit materials using Raman spectroscopy is of significant importance for
law enforcement agencies. This paper explores the use of Machine Learning (ML) methods in …
law enforcement agencies. This paper explores the use of Machine Learning (ML) methods in …
Machine learning tools formineral recognition and classification from Raman spectroscopy
… Tools for mineral identification based on Raman spectroscopy fall into two groups: those …
In this project, we apply machine learning techniques to improve mineral identification using …
In this project, we apply machine learning techniques to improve mineral identification using …
Raman spectroscopy and machine learning for the classification of breast cancers
L Zhang, C Li, D Peng, X Yi, S He, F Liu… - … Spectroscopy, 2022 - Elsevier
… that machine learning combined with Raman spectroscopy can … of machine learning
combined with Raman spectroscopy to … methods, machine learning based on the Raman spectra …
combined with Raman spectroscopy to … methods, machine learning based on the Raman spectra …
Machine learning protocol for surface-enhanced raman spectroscopy
… -enhanced Raman spectroscopy (… of Raman response is a long-standing challenge because
of the diversified interfacial structures. Here we show that a cost-effective machine learning (…
of the diversified interfacial structures. Here we show that a cost-effective machine learning (…
Use of Raman spectroscopy to screen diabetes mellitus with machine learning tools
E Guevara, JC Torres-Galván… - Biomedical Optics …, 2018 - opg.optica.org
… This work describes the application of portable Raman spectroscopy coupled with several
supervised machine-learning techniques, to discern between diabetic patients and healthy …
supervised machine-learning techniques, to discern between diabetic patients and healthy …
[HTML][HTML] Unraveling surface-enhanced Raman spectroscopy results through chemometrics and machine learning: Principles, progress, and trends
… and machine learning, … to machine learning as a set of advanced algorithms that learn from
data and are applicable for non-linear/high complexity modelling (eg, support vector machine…
data and are applicable for non-linear/high complexity modelling (eg, support vector machine…
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