AI for Anterior Segment Disease Using Transfer Learning: Adapting Slit-Lamp-Trained Model for Analysis of Smartphone Corneal Images

Hiroki Maehara, Yuta Ueno, Masahiro Oda, Yoshikazu Ito, Yoshiyuki Kitaguchi, Dai Miyazaki, Ryohei Nejima, Takenori Inomata, Naoko Kato, Tai-ichiro Chikama, Jun Ominato, Tatsuya Yunoki, Kinya Tsubota, Manabu Suzutani, Kensaku Mori, Takefumi Yamaguchi, Tetsuro Oshika

Open source

DOI
10.1167/tvst.15.7.24
Published
2026-07-17
Container
Translational Vision Science & Technology
Publisher
Association for Research in Vision and Ophthalmology (ARVO)
Open access
unknown

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BibTeX

@article{allodium:10.1167/tvst.15.7.24,
  title = {AI for Anterior Segment Disease Using Transfer Learning: Adapting Slit-Lamp-Trained Model for Analysis of Smartphone Corneal Images},
  author = {Hiroki Maehara and Yuta Ueno and Masahiro Oda and Yoshikazu Ito and Yoshiyuki Kitaguchi and Dai Miyazaki and Ryohei Nejima and Takenori Inomata and Naoko Kato and Tai-ichiro Chikama and Jun Ominato and Tatsuya Yunoki and Kinya Tsubota and Manabu Suzutani and Kensaku Mori and Takefumi Yamaguchi and Tetsuro Oshika},
  year = {2026},
  journal = {Translational Vision Science \& Technology},
  doi = {10.1167/tvst.15.7.24},
  url = {https://doi.org/10.1167/tvst.15.7.24}
}

RIS

TY  - JOUR
TI  - AI for Anterior Segment Disease Using Transfer Learning: Adapting Slit-Lamp-Trained Model for Analysis of Smartphone Corneal Images
AU  - Hiroki Maehara
AU  - Yuta Ueno
AU  - Masahiro Oda
AU  - Yoshikazu Ito
AU  - Yoshiyuki Kitaguchi
AU  - Dai Miyazaki
AU  - Ryohei Nejima
AU  - Takenori Inomata
AU  - Naoko Kato
AU  - Tai-ichiro Chikama
AU  - Jun Ominato
AU  - Tatsuya Yunoki
AU  - Kinya Tsubota
AU  - Manabu Suzutani
AU  - Kensaku Mori
AU  - Takefumi Yamaguchi
AU  - Tetsuro Oshika
PY  - 2026
JO  - Translational Vision Science & Technology
DO  - 10.1167/tvst.15.7.24
UR  - https://doi.org/10.1167/tvst.15.7.24
ER  - 

APA

Maehara, H., Ueno, Y., Oda, M., Ito, Y., Kitaguchi, Y., Miyazaki, D., Nejima, R., Inomata, T., Kato, N., Chikama, T., Ominato, J., Yunoki, T., Tsubota, K., Suzutani, M., Mori, K., Yamaguchi, T., & Oshika, T. (2026). AI for Anterior Segment Disease Using Transfer Learning: Adapting Slit-Lamp-Trained Model for Analysis of Smartphone Corneal Images. Translational Vision Science & Technology. https://doi.org/10.1167/tvst.15.7.24

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