Direct identification of breast cancer pathologies using blind separation of label-free localized reflectance measurements

Breast tumors are blindly identified using Principal (PCA) and Independent Component Analysis (ICA) of localized reflectance measurements. No assumption of a particular theoretical model for the reflectance needs to be made, while the resulting features are proven to have discriminative power of bre...

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Detalhes bibliográficos
Main Authors: Eguizabal, Alma, Laughney, Ashley M., García-Allende, Pilar Beatriz, Krishnaswamy, Venkataramanan, Wells, Wendy A., Paulsen, Keith D., Pogue, Brian W., Lopez-Higuera, Jose M., Conde, Olga M.
Formato: Artigo
Idioma:Inglês
Publicado em: Optical Society of America 2013
Assuntos:
Spectroscopic Diagnostics
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3704092/
https://ncbi.nlm.nih.gov/pubmed/23847736
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.4.001104
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