Deep Learning Analysis of In Vivo Hyperspectral Images for Automated Intraoperative Nerve Detection

Deep Learning Analysis of In Vivo Hyperspectral Images for Automated Intraoperative Nerve Detection

Nerves are critical structures that may be difficult to recognize during surgery. Inadvertent nerve injuries can have catastrophic consequences for the patient and lead to life-long pain and a reduced quality of life. Hyperspectral imaging (HSI) is a non-invasive technique combining photography with...

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Bibliographic Details
Main Authors: Manuel Barberio, Toby Collins, Valentin Bencteux, Richard Nkusi, Eric Felli, Massimo Giuseppe Viola, Jacques Marescaux, Alexandre Hostettler, Michele Diana
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Diagnostics
Subjects:
hyperspectral imaging
artificial intelligence
tissue recognition
intraoperative navigation tool
optical imaging
deep learning
Online Access:https://www.mdpi.com/2075-4418/11/8/1508

Internet

https://www.mdpi.com/2075-4418/11/8/1508

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