Deep Learning Model for Extensive Diagnosis of Corneal Deposits
Our DL model accurately diagnosed band keratopathy, GCD, LCD, SCD, and MCD although it was not precise enough to classify amyloidosis or GDLD. Although its performance first needs to be improved, this will be the first DL model to be installed in CorneAI for future.
Authors
- Takefumi Yamaguchi (ORCID: https://orcid.org/0000-0002-2546-2813)
- Hiroki Maehara (ORCID: https://orcid.org/0000-0001-5897-9213)
- Yosuke Taki (ORCID: https://orcid.org/0009-0002-9524-8115)
- Yoshiyuki Kitaguchi (ORCID: https://orcid.org/0000-0002-0135-9715)
- Masahiro Oda (ORCID: https://orcid.org/0000-0001-7714-422X)
- Yuta Ueno
Institutions
- Aichi University (JP)
- Fukushima Medical University (JP)
- University of Tsukuba (JP)
- Tokyo Dental College Ichikawa General Hospital (JP)
- Nagoya University (JP)
- The University of Osaka (JP)
Publication Details
- Journal
- Cornea
- Published
- 2025-10-07
- DOI
- https://doi.org/10.1097/ico.0000000000004018
- Citations
- 1
- Primary Topic
- Corneal surgery and disorders
- Type
- article
- Field-Weighted Citation Impact
- 1.36