Deep learning multi-classification of middle ear diseases using synthetic tympanic images
Synthetic images generated by GANs have potential utility in the development of machine-learning models for medical diagnosis.
Authors
- Masato Yamada (ORCID: https://orcid.org/0000-0001-6340-6073)
- Taku Ito (ORCID: https://orcid.org/0000-0002-8368-9573)
- Yoshimaru Mizoguchi
- Takeshi Tsutsumi (ORCID: https://orcid.org/0000-0001-6922-5708)
Institutions
- Shanghai Institute for Science of Science (CN)
- Tsuchiura Kyodo General Hospital (JP)
- Institute of Science Tokyo (JP)
Publication Details
- Journal
- Acta Oto-Laryngologica
- Published
- 2025-01-10
- DOI
- https://doi.org/10.1080/00016489.2024.2448829
- Citations
- 3
- Primary Topic
- Ear Surgery and Otitis Media
- Type
- article
- Field-Weighted Citation Impact
- 5.54