Keypoint localization and parameter measurement in ultrasound biomicroscopy anterior segment images based on deep learning
This deep learning approach for UBM image segmentation, keypoint localization, and parameter measurement is feasible, enhancing clinical diagnostic efficiency for anterior segment parameters.
Authors
- Jun Yang (ORCID: https://orcid.org/0000-0003-1652-0054)
- Sheng Zhou (ORCID: https://orcid.org/0000-0002-6675-3991)
- Min Zhang (ORCID: https://orcid.org/0000-0002-3895-5510)
- Xiaochun Wang (ORCID: https://orcid.org/0000-0003-3148-4581)
- Miao Qinghao
Institutions
- Chinese Academy of Medical Sciences & Peking Union Medical College (CN)
- Tianjin Medical University Eye Hospital (CN)
- Tianjin Medical University (CN)
Publication Details
- Journal
- BioMedical Engineering OnLine
- Published
- 2025-05-06
- DOI
- https://doi.org/10.1186/s12938-025-01388-3
- Citations
- 1
- Primary Topic
- AI in cancer detection
- Type
- article
- Field-Weighted Citation Impact
- 2.48
Funders
- Natural Science Foundation of Tianjin City
- Tianjin Science and Technology Program