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, Yoshihiro Sasaki, Hirotake Sakuraba

Open source

DOI
10.3390/cancers18183002
Published
2026-09-16
Container
Cancers
Publisher
MDPI AG
Open access
unknown

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BibTeX

@article{allodium:10.3390/cancers18183002,
  title = {Persistent Cross-Institutional Domain Shift in Narrow-Band Imaging Classification of Colorectal Lesions and the Utility of Site-Specific Fine-Tuning},
  author = {Hiroki Nomiya and Hidezumi Kikuchi and Takeshi Shimizu and Saki Nakano and Taka Asari and Yohei Sawada and Shohei Igarashi and Naoki Higuchi and Tetsuya Tatsuta and Daisuke Chinda and Yoshihiro Sasaki and Hirotake Sakuraba},
  year = {2026},
  journal = {Cancers},
  doi = {10.3390/cancers18183002},
  url = {https://doi.org/10.3390/cancers18183002}
}

RIS

TY  - JOUR
TI  - Persistent Cross-Institutional Domain Shift in Narrow-Band Imaging Classification of Colorectal Lesions and the Utility of Site-Specific Fine-Tuning
AU  - Hiroki Nomiya
AU  - Hidezumi Kikuchi
AU  - Takeshi Shimizu
AU  - Saki Nakano
AU  - Taka Asari
AU  - Yohei Sawada
AU  - Shohei Igarashi
AU  - Naoki Higuchi
AU  - Tetsuya Tatsuta
AU  - Daisuke Chinda
AU  - Yoshihiro Sasaki
AU  - Hirotake Sakuraba
PY  - 2026
JO  - Cancers
DO  - 10.3390/cancers18183002
UR  - https://doi.org/10.3390/cancers18183002
ER  - 

APA

Nomiya, H., Kikuchi, H., Shimizu, T., Nakano, S., Asari, T., Sawada, Y., Igarashi, S., Higuchi, N., Tatsuta, T., Chinda, D., Sasaki, Y., & Sakuraba, H. (2026). Persistent Cross-Institutional Domain Shift in Narrow-Band Imaging Classification of Colorectal Lesions and the Utility of Site-Specific Fine-Tuning. Cancers. https://doi.org/10.3390/cancers18183002

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