Convolutional neural network-based vocal cord tumor classification technique for home-based self-prescreening purpose

Convolutional neural network-based vocal cord tumor classification technique for home-based self-prescreening purpose

Abstract Background In this study, we proposed a deep learning technique that can simultaneously detect suspicious positions of benign vocal cord tumors in laparoscopic images and classify the types of tumors into cysts, granulomas, leukoplakia, nodules and polyps. This technique is useful for simpl...

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Bibliographic Details
Main Authors: Gun Ho Kim, Young Jun Hwang, Hongje Lee, Eui-Suk Sung, Kyoung Won Nam
Format: Article
Language:English
Published: BMC 2023-08-01
Series:BioMedical Engineering OnLine
Subjects:
Vocal cord tumor
Convolutional neural network
Otolaryngology
Deep learning
Online Access:https://doi.org/10.1186/s12938-023-01139-2

Internet

https://doi.org/10.1186/s12938-023-01139-2

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