Endoscopic Diagnosis of Eosinophilic Esophagitis Using a Multi-Task U-Net: A Pilot Study.
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| Title: | Endoscopic Diagnosis of Eosinophilic Esophagitis Using a Multi-Task U-Net: A Pilot Study. |
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| Authors: | Kim GH; Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea., Park J; Department of Biomedical Engineering, Asan Medical Institute of Convergence Science and Technology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea., Park S; CHA University School of Medicine, Seongnam, Korea., Hwang J; Department of Medical IT Engineering, College of Medical Sciences, Soonchunhyang University, Cheonan, Korea., Lim J; Department of Convergence Medicine, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea., Park K; Department of Biomedical Engineering, Asan Medical Institute of Convergence Science and Technology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea., Ji S; Division of Geriatrics, Department of Internal Medicine, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea., Park K; Department of Internal Medicine, Nowon Eulji Medical Center, Eulji University College of Medicine, Seoul, Korea., Seo JY; Department of Internal Medicine, Bundang Jesaeng General Hospital, Seongnam, Korea., Noh JH; Department of Internal Medicine, Hallym University College of Medicine, Hallym University Sacred Heart Hospital, Anyang, Korea., Ahn JY; Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea., Byeon JS; Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea., Kim DH; Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea. dohoon.md@gmail.com., Kim N; Department of Biomedical Engineering, Asan Medical Institute of Convergence Science and Technology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea.; Department of Convergence Medicine, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea. namkugkim@gmail.com. |
| Source: | Yonsei medical journal [Yonsei Med J] 2026 Feb; Vol. 67 (2), pp. 112-121. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Yonsei University Country of Publication: Korea (South) NLM ID: 0414003 Publication Model: Print Cited Medium: Internet ISSN: 1976-2437 (Electronic) Linking ISSN: 05135796 NLM ISO Abbreviation: Yonsei Med J Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41560382 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Endoscopic Diagnosis of Eosinophilic Esophagitis Using a Multi-Task U-Net: A Pilot Study. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Kim+GH%22">Kim GH</searchLink>; Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.<br /><searchLink fieldCode="AU" term="%22Park+J%22">Park J</searchLink>; Department of Biomedical Engineering, Asan Medical Institute of Convergence Science and Technology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea.<br /><searchLink fieldCode="AU" term="%22Park+S%22">Park S</searchLink>; CHA University School of Medicine, Seongnam, Korea.<br /><searchLink fieldCode="AU" term="%22Hwang+J%22">Hwang J</searchLink>; Department of Medical IT Engineering, College of Medical Sciences, Soonchunhyang University, Cheonan, Korea.<br /><searchLink fieldCode="AU" term="%22Lim+J%22">Lim J</searchLink>; Department of Convergence Medicine, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea.<br /><searchLink fieldCode="AU" term="%22Park+K%22">Park K</searchLink>; Department of Biomedical Engineering, Asan Medical Institute of Convergence Science and Technology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea.<br /><searchLink fieldCode="AU" term="%22Ji+S%22">Ji S</searchLink>; Division of Geriatrics, Department of Internal Medicine, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea.<br /><searchLink fieldCode="AU" term="%22Park+K%22">Park K</searchLink>; Department of Internal Medicine, Nowon Eulji Medical Center, Eulji University College of Medicine, Seoul, Korea.<br /><searchLink fieldCode="AU" term="%22Seo+JY%22">Seo JY</searchLink>; Department of Internal Medicine, Bundang Jesaeng General Hospital, Seongnam, Korea.<br /><searchLink fieldCode="AU" term="%22Noh+JH%22">Noh JH</searchLink>; Department of Internal Medicine, Hallym University College of Medicine, Hallym University Sacred Heart Hospital, Anyang, Korea.<br /><searchLink fieldCode="AU" term="%22Ahn+JY%22">Ahn JY</searchLink>; Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea.<br /><searchLink fieldCode="AU" term="%22Byeon+JS%22">Byeon JS</searchLink>; Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea.<br /><searchLink fieldCode="AU" term="%22Kim+DH%22">Kim DH</searchLink>; Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea. dohoon.md@gmail.com.<br /><searchLink fieldCode="AU" term="%22Kim+N%22">Kim N</searchLink>; Department of Biomedical Engineering, Asan Medical Institute of Convergence Science and Technology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea.; Department of Convergence Medicine, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea. namkugkim@gmail.com. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%220414003%22">Yonsei medical journal</searchLink> [Yonsei Med J] 2026 Feb; Vol. 67 (2), pp. 112-121. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Yonsei+University%22">Yonsei University </searchLink><i>Country of Publication: </i>Korea (South) <i>NLM ID: </i>0414003 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1976-2437 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2205135796%22">05135796 </searchLink><i>NLM ISO Abbreviation: </i>Yonsei Med J <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41560382 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3349/ymj.2024.0404 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 112 Titles: – TitleFull: Endoscopic Diagnosis of Eosinophilic Esophagitis Using a Multi-Task U-Net: A Pilot Study. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Kim GH – PersonEntity: Name: NameFull: Park J – PersonEntity: Name: NameFull: Park S – PersonEntity: Name: NameFull: Hwang J – PersonEntity: Name: NameFull: Lim J – PersonEntity: Name: NameFull: Park K – PersonEntity: Name: NameFull: Ji S – PersonEntity: Name: NameFull: Park K – PersonEntity: Name: NameFull: Seo JY – PersonEntity: Name: NameFull: Noh JH – PersonEntity: Name: NameFull: Ahn JY – PersonEntity: Name: NameFull: Byeon JS – PersonEntity: Name: NameFull: Kim DH – PersonEntity: Name: NameFull: Kim N IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 02 Text: 2026 Feb Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1976-2437 Numbering: – Type: volume Value: 67 – Type: issue Value: 2 Titles: – TitleFull: Yonsei medical journal Type: main |
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