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Open Access
Peer-reviewed
Research Article
Automated evaluation of colon capsule endoscopic severity of ulcerative colitis using ResNet50
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Naoki Higuchi,
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliation Department of Gastroenterology and Hematology, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
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Hiroto Hiraga ,
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing – original draft
* E-mail: hhiraga@hirosaki-u.ac.jp
Affiliation Department of Gastroenterology and Hematology, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
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Yoshihiro Sasaki,
Roles Conceptualization, Methodology, Software, Supervision, Validation, Visualization, Writing – original draft
Affiliation Department of Medical Informatics, Hirosaki University Hospital, Hirosaki, Japan
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Noriko Hiraga,
Roles Investigation, Resources
Affiliation Department of Gastroenterology and Hematology, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
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Shohei Igarashi,
Roles Conceptualization, Methodology, Validation
Affiliation Department of Gastroenterology and Hematology, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
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Keisuke Hasui,
Roles Conceptualization, Investigation, Resources
Affiliation Department of Gastroenterology and Hematology, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
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Kohei Ogasawara,
Roles Investigation, Methodology
Affiliation Department of Gastroenterology and Hematology, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
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Takato Maeda,
Roles Investigation, Resources
Affiliation Department of Gastroenterology and Hematology, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
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Yasuhisa Murai,
Roles Conceptualization
Affiliation Department of Gastroenterology and Hematology, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
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Tetsuya Tatsuta,
Roles Conceptualization, Visualization
Affiliation Department of Gastroenterology and Hematology, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
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Hidezumi Kikuchi,
Roles Conceptualization, Methodology
Affiliation Department of Gastroenterology and Hematology, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
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Daisuke Chinda,
Roles Conceptualization
Affiliation Department of Gastroenterology and Hematology, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
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Tatsuya Mikami,
Roles Conceptualization, Supervision
Affiliation Department of Gastroenterology and Hematology, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
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Masashi Matsuzaka,
Roles Formal analysis, Project administration
Affiliation Department of Medical Informatics, Hirosaki University Hospital, Hirosaki, Japan
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Hirotake Sakuraba,
Roles Conceptualization, Project administration, Resources, Supervision
Affiliation Department of Gastroenterology and Hematology, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
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Shinsaku Fukuda
Roles Conceptualization, Supervision
Affiliation Department of Gastroenterology and Hematology, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
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Automated evaluation of colon capsule endoscopic severity of ulcerative colitis using ResNet50
- Naoki Higuchi,
- Hiroto Hiraga,
- Yoshihiro Sasaki,
- Noriko Hiraga,
- Shohei Igarashi,
- Keisuke Hasui,
- Kohei Ogasawara,
- Takato Maeda,
- Yasuhisa Murai,
- Tetsuya Tatsuta
- Published: June 10, 2022
- https://doi.org/10.1371/journal.pone.0269728