Performance of Convolutional Neural Networks for Polyp Localization on Public Colonoscopy Image Datasets

Colorectal cancer is one of the most frequent malignancies. Colonoscopy is the de facto standard for precancerous lesion detection in the colon, i.e., polyps, during screening studies or after facultative recommendation. In recent years, artificial intelligence, and especially deep learning techniqu...

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Detalhes bibliográficos
Main Authors: Alba Nogueira-Rodríguez, Miguel Reboiro-Jato, Daniel Glez-Peña, Hugo López-Fernández
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2022-04-01
Colecção:Diagnostics
Assuntos:
colorectal cancer
deep learning
convolutional neural network (CNN)
polyp detection
polyp localization
Acesso em linha:https://www.mdpi.com/2075-4418/12/4/898
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