Association of Deep Learning Imaging Algorithm Measures of Microbial Keratitis With Vision Outcomes
Worse vision outcomes were associated with larger SI area and hypopyon presence when predicted by the imaging segmentation algorithm or measured by clinicians in both cohorts.
Authors
- Minjee Lee (ORCID: https://orcid.org/0000-0002-8385-1796)
- Sina Farsiu (ORCID: https://orcid.org/0000-0003-4872-2902)
- Pauline Dmitriev (ORCID: https://orcid.org/0000-0003-3641-6369)
- Maria A. Woodward (ORCID: https://orcid.org/0000-0001-7060-9004)
- Stephen T. Armenti (ORCID: https://orcid.org/0000-0003-2015-3795)
- Suvitha Selvaraj
- Emily L. Vogt (ORCID: https://orcid.org/0000-0002-0951-6842)
- Christopher T. Hood (ORCID: https://orcid.org/0000-0002-8797-5219)
- Travis K. Redd (ORCID: https://orcid.org/0000-0001-9859-0317)
- Ziyun Yang (ORCID: https://orcid.org/0000-0003-2034-6175)
- S R Sumithra
- Roni M. Shtein (ORCID: https://orcid.org/0000-0001-8202-3270)
- Namperumalsamy Venkatesh Prajna (ORCID: https://orcid.org/0000-0003-2019-4044)
- Angela Gupta (ORCID: https://orcid.org/0000-0001-9377-6577)
- Prabhleen Kochar
- Yiqing Wang (ORCID: https://orcid.org/0009-0009-4016-4935)
- Mercy Pawar
- Leslie M. Niziol
- Monikha Thulukanam
- Mason M Kipley
Institutions
- Penn Presbyterian Medical Center (US)
- Duke University (US)
- University of Michigan (US)
- Aravind Eye Hospital (IN)
Publication Details
- Journal
- Cornea
- Published
- 2025-10-29
- DOI
- https://doi.org/10.1097/ico.0000000000004029
- Citations
- 1
- Primary Topic
- Ocular Infections and Treatments
- Type
- article
- Field-Weighted Citation Impact
- 1.71