Hyperspectral Imaging of Head and Neck Squamous Cell Carcinoma for Cancer Margin Detection in Surgical Specimens from 102 Patients Using Deep Learning

Hyperspectral Imaging of Head and Neck Squamous Cell Carcinoma for Cancer Margin Detection in Surgical Specimens from 102 Patients Using Deep Learning

Surgical resection of head and neck (H and N) squamous cell carcinoma (SCC) may yield inadequate surgical cancer margins in 10 to 20% of cases. This study investigates the performance of label-free, reflectance-based hyperspectral imaging (HSI) and autofluorescence imaging for SCC detection at the c...

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Bibliographic Details
Main Authors: Martin Halicek, James D. Dormer, James V. Little, Amy Y. Chen, Larry Myers, Baran D. Sumer, Baowei Fei
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Cancers
Subjects:
hyperspectral imaging
head and neck cancer
squamous cell carcinoma
deep learning
convolutional neural network
Online Access:https://www.mdpi.com/2072-6694/11/9/1367

Internet

https://www.mdpi.com/2072-6694/11/9/1367

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