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Deep Learning based Classification for Head and Neck Cancer Detection with Hyperspectral Imaging in an Animal Model

Hyperspectral imaging (HSI) is an emerging imaging modality that can provide a noninvasive tool for cancer detection and image-guided surgery. HSI acquires high-resolution images at hundreds of spectral bands, providing big data to differentiating different types of tissue. We proposed a deep learni...

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Detalhes bibliográficos
Publicado no:Proc SPIE Int Soc Opt Eng
Main Authors: Ma, Ling, Lu, Guolan, Wang, Dongsheng, Wang, Xu, Chen, Zhuo Georgia, Muller, Susan, Chen, Amy, Fei, Baowei
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6138463/
https://ncbi.nlm.nih.gov/pubmed/30220770
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/12.2255562
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