Automated evaluation of colon capsule endoscopic severity of ulcerative colitis using ResNet50

Capsule endoscopy has been widely used as a non-invasive diagnostic tool for small or large intestinal lesions. In recent years, automated lesion detection systems using machine learning have been devised. This study aimed to develop an automated system for capsule endoscopic severity in patients wi...

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Detalles Bibliográficos
Autores principales: Higuchi, Naoki, Hiraga, Hiroto, Sasaki, Yoshihiro, Hiraga, Noriko, Igarashi, Shohei, Hasui, Keisuke, Ogasawara, Kohei, Maeda, Takato, Murai, Yasuhisa, Tatsuta, Tetsuya, Kikuchi, Hidezumi, Chinda, Daisuke, Mikami, Tatsuya, Matsuzaka, Masashi, Sakuraba, Hirotake, Fukuda, Shinsaku
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9187078/
https://www.ncbi.nlm.nih.gov/pubmed/35687553
http://dx.doi.org/10.1371/journal.pone.0269728

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