Feedforward Artificial Neural Network-Based Colorectal Cancer Detection Using Hyperspectral Imaging: A Step towards Automatic Optical Biopsy

Feedforward Artificial Neural Network-Based Colorectal Cancer Detection Using Hyperspectral Imaging: A Step towards Automatic Optical Biopsy

Currently, colorectal cancer (CRC) is mainly identified via a visual assessment during colonoscopy, increasingly used artificial intelligence algorithms, or surgery. Subsequently, CRC is confirmed through a histopathological examination by a pathologist. Hyperspectral imaging (HSI), a non-invasive o...

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Bibliographic Details
Main Authors: Boris Jansen-Winkeln, Manuel Barberio, Claire Chalopin, Katrin Schierle, Michele Diana, Hannes Köhler, Ines Gockel, Marianne Maktabi
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Cancers
Subjects:
hyperspectral imaging (HSI), colorectal cancer (CRC), machine learning
deep learning
optical biopsy
optical imaging
Online Access:https://www.mdpi.com/2072-6694/13/5/967

Internet

https://www.mdpi.com/2072-6694/13/5/967

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