raman spectra classification Search Results


raman spectra classification  (MathWorks Inc)
96
MathWorks Inc raman spectra classification
<t>CNN</t> architecture for <t>Raman</t> spectroscopy analysis.
Raman Spectra Classification, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 96/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/raman spectra classification/product/MathWorks Inc
Average 96 stars, based on 1 article reviews
raman spectra classification - by Bioz Stars, 2026-06
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raman spectral data  (MathWorks Inc)
96
MathWorks Inc raman spectral data
<t>CNN</t> architecture for <t>Raman</t> spectroscopy analysis.
Raman Spectral Data, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 96/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/raman spectral data/product/MathWorks Inc
Average 96 stars, based on 1 article reviews
raman spectral data - by Bioz Stars, 2026-06
96/100 stars
  Buy from Supplier

Image Search Results


CNN architecture for Raman spectroscopy analysis.

Journal: Scientific Reports

Article Title: Raman spectroscopy and convolutional neural networks for monitoring biochemical radiation response in breast tumour xenografts

doi: 10.1038/s41598-023-28479-2

Figure Lengend Snippet: CNN architecture for Raman spectroscopy analysis.

Article Snippet: A one-dimensional CNN for Raman spectra classification was developed in MATLAB (version R2021a) using the Deep Learning Toolbox.

Techniques: Raman Spectroscopy

Variable importance plots of the classification of irradiated versus nonirradiated breast tissue Raman spectra based on GBR-NMF scores with Random Forest.

Journal: Scientific Reports

Article Title: Raman spectroscopy and convolutional neural networks for monitoring biochemical radiation response in breast tumour xenografts

doi: 10.1038/s41598-023-28479-2

Figure Lengend Snippet: Variable importance plots of the classification of irradiated versus nonirradiated breast tissue Raman spectra based on GBR-NMF scores with Random Forest.

Article Snippet: A one-dimensional CNN for Raman spectra classification was developed in MATLAB (version R2021a) using the Deep Learning Toolbox.

Techniques: Irradiation

Percentage of correctly classified spectra (test accuracy) corresponding to each Raman map of mouse 1 being removed from the training set (leave-one-map-out validation). CNN (violet) and GBR-NMF-RF (blue). Map labels given as mouse number_(section #)_(map #). *Represent significant difference between CNN and GBR-NMF-RF (p < 0.05), ns = not significant.

Journal: Scientific Reports

Article Title: Raman spectroscopy and convolutional neural networks for monitoring biochemical radiation response in breast tumour xenografts

doi: 10.1038/s41598-023-28479-2

Figure Lengend Snippet: Percentage of correctly classified spectra (test accuracy) corresponding to each Raman map of mouse 1 being removed from the training set (leave-one-map-out validation). CNN (violet) and GBR-NMF-RF (blue). Map labels given as mouse number_(section #)_(map #). *Represent significant difference between CNN and GBR-NMF-RF (p < 0.05), ns = not significant.

Article Snippet: A one-dimensional CNN for Raman spectra classification was developed in MATLAB (version R2021a) using the Deep Learning Toolbox.

Techniques: Biomarker Discovery