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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主要な著者:	Alba Nogueira-Rodríguez, Miguel Reboiro-Jato, Daniel Glez-Peña, Hugo López-Fernández
フォーマット:	Artigo
言語:	Inglês
出版事項:	MDPI AG 2022-04-01
シリーズ:	Diagnostics
主題:	colorectal cancer deep learning convolutional neural network (CNN) polyp detection polyp localization
オンライン･アクセス:	https://www.mdpi.com/2075-4418/12/4/898
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