ArticleCancers2026
Persistent Cross-Institutional Domain Shift in Narrow-Band Imaging Classification of Colorectal Lesions and the Utility of Site-Specific Fine-Tuning.
Hiroki Nomiya, Hidezumi Kikuchi, Takeshi Shimizu, Saki Nakano, Taka Asari, Yohei Sawada, Shohei Igarashi, Naoki Higuchi, Tetsuya Tatsuta, Daisuke Chinda and 2 more
Abstract read
In one paragraphArticle in Cancers, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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5 · Who and what moneyAuthors and funding
12 authors.
Hiroki NomiyaDepartment of Gastroenterology, Hematology, and Clinical Immunology, Hirosaki University Graduate School of Medicine, 5 Zaifucho, Hirosaki 036-8562, Japan.
Hidezumi KikuchiDivision of Endoscopy, Hirosaki University Hospital, 53 Honcho, Hirosaki 036-8563, Japan.ORCID 0000-0002-5163-9563 Takeshi ShimizuDepartment of Gastroenterology, Sendai City Medical Center, Sendai Open Hospital, 5-22-1 Tsurugaya, Miyagino-Ku, Sendai 983-0824, Japan.ORCID 0000-0003-2908-6007 Saki NakanoDepartment of Gastroenterology, Hematology, and Clinical Immunology, Hirosaki University Graduate School of Medicine, 5 Zaifucho, Hirosaki 036-8562, Japan.
Taka AsariDepartment of Gastroenterology, Hematology, and Clinical Immunology, Hirosaki University Graduate School of Medicine, 5 Zaifucho, Hirosaki 036-8562, Japan.
Yohei SawadaDepartment of Gastroenterology, Hematology, and Clinical Immunology, Hirosaki University Graduate School of Medicine, 5 Zaifucho, Hirosaki 036-8562, Japan.
Shohei IgarashiDepartment of Gastroenterology, Hematology, and Clinical Immunology, Hirosaki University Graduate School of Medicine, 5 Zaifucho, Hirosaki 036-8562, Japan.
Naoki HiguchiDepartment of Gastroenterology, Hematology, and Clinical Immunology, Hirosaki University Graduate School of Medicine, 5 Zaifucho, Hirosaki 036-8562, Japan.ORCID 0000-0002-6232-4727 Tetsuya TatsutaDepartment of Gastroenterology, Hematology, and Clinical Immunology, Hirosaki University Graduate School of Medicine, 5 Zaifucho, Hirosaki 036-8562, Japan.
Daisuke ChindaDivision of Endoscopy, Hirosaki University Hospital, 53 Honcho, Hirosaki 036-8563, Japan.ORCID 0000-0003-1690-5923 Yoshihiro SasakiDepartment of Community Medicine, Hirosaki University Graduate School of Medicine, 5 Zaifucho, Hirosaki 036-8562, Japan.ORCID 0000-0002-7856-5277 Hirotake SakurabaDepartment of Gastroenterology, Hematology, and Clinical Immunology, Hirosaki University Graduate School of Medicine, 5 Zaifucho, Hirosaki 036-8562, Japan.ORCID 0000-0002-6075-1282 Funding
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6 · The paper itselfAbstract
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Indexed as
colorectal lesion classificationdeep learningdomain shiftnarrow-band imaging
Identifiers
PMID42794968
PMCPMC13604798
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