Automated classification of polyps using deep learning architectures and few-shot learning

BACKGROUND: Colorectal cancer is a leading cause of cancer-related deaths worldwide. The best method to prevent CRC is a colonoscopy. However, not all colon polyps have the risk of becoming cancerous. Therefore, polyps are classified using different classification systems. After the classification,...

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Detalles Bibliográficos
Autores principales: Krenzer, Adrian, Heil, Stefan, Fitting, Daniel, Matti, Safa, Zoller, Wolfram G., Hann, Alexander, Puppe, Frank
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10120204/
https://www.ncbi.nlm.nih.gov/pubmed/37081495
http://dx.doi.org/10.1186/s12880-023-01007-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10120204/
https://www.ncbi.nlm.nih.gov/pubmed/37081495
http://dx.doi.org/10.1186/s12880-023-01007-4

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