Predicting Imminent Conversion to Exudative Age-Related Macular Degeneration Using Multimodal Data and Ensemble Machine Learning
Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
Authors
- Craig K. Jones (ORCID: https://orcid.org/0000-0002-0629-3006)
- Thomas E. Hartman (ORCID: https://orcid.org/0000-0002-7857-7024)
- Yujie Zhao (ORCID: https://orcid.org/0000-0003-1683-3528)
- Neslihan Dilruba Köseoğlu (ORCID: https://orcid.org/0000-0001-9268-1461)
- G. Fletcher Alexander
- T. Y. Alvin Liu
- Nathanael Kuo (ORCID: https://orcid.org/0000-0002-0477-9299)
- Madeleine S. Gastonguay (ORCID: https://orcid.org/0000-0002-5700-8543)
- Khalil Ullah (ORCID: https://orcid.org/0000-0001-7265-7325)
- Yuxuan Liu (ORCID: https://orcid.org/0000-0003-4426-9290)
- Dan Midgett
Institutions
- Johns Hopkins University (US)
- Johns Hopkins Medicine (US)
- Johns Hopkins University Applied Physics Laboratory (US)
Publication Details
- Journal
- Ophthalmology Science
- Published
- 2025-04-06
- DOI
- https://doi.org/10.1016/j.xops.2025.100785
- Citations
- 2
- Primary Topic
- Retinal Imaging and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 2.72
Funders
- Research to Prevent Blindness