Optical biopsy of head and neck cancer using hyperspectral imaging and convolutional neural networks

For patients undergoing surgical cancer resection of squamous cell carcinoma (SCCa), cancer-free surgical margins are essential for good prognosis. We developed a method to use hyperspectral imaging (HSI), a noncontact optical imaging modality, and convolutional neural networks (CNNs) to perform an...

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Detalles Bibliográficos
Autores principales: Halicek, Martin, Little, James V., Wang, Xu, Chen, Amy Y., Fei, Baowei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society of Photo-Optical Instrumentation Engineers 2019
Materias:
Imaging
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6975184/
https://www.ncbi.nlm.nih.gov/pubmed/30891966
http://dx.doi.org/10.1117/1.JBO.24.3.036007

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6975184/
https://www.ncbi.nlm.nih.gov/pubmed/30891966
http://dx.doi.org/10.1117/1.JBO.24.3.036007

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