Advancements in Hyperspectral Imaging and Computer-Aided Diagnostic Methods for the Enhanced Detection and Diagnosis of Head and Neck Cancer

Advancements in Hyperspectral Imaging and Computer-Aided Diagnostic Methods for the Enhanced Detection and Diagnosis of Head and Neck Cancer

<b>Background/Objectives:</b> Head and neck cancer (HNC), predominantly squamous cell carcinoma (SCC), presents a significant global health burden. Conventional diagnostic approaches often face challenges in terms of achieving early detection and accurate diagnosis. This review examines...

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Bibliographic Details
Main Authors: I-Chen Wu, Yen-Chun Chen, Riya Karmakar, Arvind Mukundan, Gahiga Gabriel, Chih-Chiang Wang, Hsiang-Chen Wang
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Biomedicines
Subjects:
hyperspectral imaging
head and neck cancer
meta-analysis
convolutional neural network
support vector machine
linear discriminant analysis
Online Access:https://www.mdpi.com/2227-9059/12/10/2315
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