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Machine learning utilising spectral derivative data improves cellular health classification through hyperspectral infra-red spectroscopy

The objective differentiation of facets of cellular metabolism is important for several clinical applications, including accurate definition of tumour boundaries and targeted wound debridement. To this end, spectral biomarkers to differentiate live and necrotic/apoptotic cells have been defined usin...

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Detalles Bibliográficos
Autores principales: Mellors, Ben O. L., Spear, Abigail M., Howle, Christopher R., Curtis, Kelly, Macildowie, Sara, Dehghani, Hamid
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7491715/
https://www.ncbi.nlm.nih.gov/pubmed/32931514
http://dx.doi.org/10.1371/journal.pone.0238647