Deep convolutional neural networks for classifying head and neck cancer using hyperspectral imaging

Surgical cancer resection requires an accurate and timely diagnosis of the cancer margins in order to achieve successful patient remission. Hyperspectral imaging (HSI) has emerged as a useful, noncontact technique for acquiring spectral and optical properties of tissue. A convolutional neural networ...

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Detalhes bibliográficos
Publicado no:J Biomed Opt
Main Authors: Halicek, Martin, Lu, Guolan, Little, James V., Wang, Xu, Patel, Mihir, Griffith, Christopher C., El-Deiry, Mark W., Chen, Amy Y., Fei, Baowei
Formato: Artigo
Idioma:Inglês
Publicado em: Society of Photo-Optical Instrumentation Engineers 2017
Assuntos:
JBO Letters
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5482930/
https://ncbi.nlm.nih.gov/pubmed/28655055
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JBO.22.6.060503
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