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

Tumour cells exhibit altered metabolic pathways that lead to radiation resistance and disease progression. Raman spectroscopy (RS) is a label-free optical modality that can monitor post-irradiation biomolecular signatures in tumour cells and tissues. Convolutional Neural Networks (CNN) perform autom...

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Detalles Bibliográficos
Autores principales: Fuentes, Alejandra M., Narayan, Apurva, Milligan, Kirsty, Lum, Julian J., Brolo, Alex G., Andrews, Jeffrey L., Jirasek, Andrew
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9883395/
https://www.ncbi.nlm.nih.gov/pubmed/36707535
http://dx.doi.org/10.1038/s41598-023-28479-2

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