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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...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Naoki Higuchi, Hiroto Hiraga, Yoshihiro Sasaki, Noriko Hiraga, Shohei Igarashi, Keisuke Hasui, Kohei Ogasawara, Takato Maeda, Yasuhisa Murai, Tetsuya Tatsuta, Hidezumi Kikuchi, Daisuke Chinda, Tatsuya Mikami, Masashi Matsuzaka, Hirotake Sakuraba, Shinsaku Fukuda
Format: Artigo
Sprache:Inglês
Veröffentlicht: Public Library of Science (PLoS) 2022-01-01
Schriftenreihe:PLoS ONE
Online-Zugang:https://doi.org/10.1371/journal.pone.0269728
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