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

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 simplified ho...

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Detalles Bibliográficos
Autores principales: Kim, Gun Ho, Hwang, Young Jun, Lee, Hongje, Sung, Eui-Suk, Nam, Kyoung Won
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10439563/
https://www.ncbi.nlm.nih.gov/pubmed/37596652
http://dx.doi.org/10.1186/s12938-023-01139-2