Endoscopic Diagnosis of Eosinophilic Esophagitis Using a Multi-Task U-Net: A Pilot Study
Our method showed robust performance compared to expert endoscopists and could assist endoscopists of all experience levels in the early detection of EoE-a rare but clinically important condition.
Authors
- Sunghwan Ji (ORCID: https://orcid.org/0000-0002-8150-933X)
- Ji Yong Ahn (ORCID: https://orcid.org/0000-0002-0030-3744)
- Namkug Kim (ORCID: https://orcid.org/0000-0002-3438-2217)
- Kwangbeom Park (ORCID: https://orcid.org/0000-0002-3826-3274)
- Jooyoung Park (ORCID: https://orcid.org/0000-0002-7641-3827)
- Ga Hee Kim (ORCID: https://orcid.org/0000-0002-7652-2580)
- Jisup Lim (ORCID: https://orcid.org/0000-0001-8938-233X)
- Jin Hee Noh (ORCID: https://orcid.org/0000-0001-6720-9528)
- K. Park (ORCID: https://orcid.org/0009-0009-5525-3869)
- Jeong‐Sik Byeon (ORCID: https://orcid.org/0000-0002-9793-6379)
- Jeongeun Hwang (ORCID: https://orcid.org/0000-0002-5821-5405)
- Do Hoon Kim (ORCID: https://orcid.org/0000-0002-4250-4683)
- Jun‐young Seo (ORCID: https://orcid.org/0000-0002-4987-0686)
- S.O. Park (ORCID: https://orcid.org/0000-0002-5944-6344)
Institutions
- Ulsan College (KR)
- Yonsei University (KR)
- Eulji University (KR)
- Soonchunhyang University (KR)
- Severance Hospital (KR)
- Bundang Jesaeng Hospital (KR)
- Asan Medical Center (KR)
- University of Ulsan (KR)
- CHA University (KR)
- Hallym University Sacred Heart Hospital (KR)
Publication Details
- Journal
- Yonsei Medical Journal
- Published
- 2025-11-21
- DOI
- https://doi.org/10.3349/ymj.2024.0404
- Primary Topic
- Eosinophilic Esophagitis
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Korea Health Industry Development Institute
- Korean Society of Neurogastroenterology and Mobility