Uveal Pigmented Lesion Classification, Detection, and Segmentation: A Comparative Analysis of Machine Learning Tasks
Given different CV algorithms' different clinical use cases and development costs, this study takes a comparative look at these algorithms for the task of UM analysis on ultra-widefield fundus images.
Authors
- Darvin Yi
- Michael J. Heiferman (ORCID: https://orcid.org/0000-0003-3456-0164)
- Virginia Tasso
- Sabrina P. Iddir (ORCID: https://orcid.org/0000-0002-2001-5539)
- Sanjay Ganesh
- Reem Alahmadi
Institutions
- University of Illinois Chicago (US)
- Politecnico di Milano (IT)
Publication Details
- Journal
- Translational Vision Science & Technology
- Published
- 2025-10-28
- DOI
- https://doi.org/10.1167/tvst.14.10.35
- Primary Topic
- Ocular Oncology and Treatments
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Research to Prevent Blindness
- Melanoma Research Alliance
- National Institutes of Health
- University of Illinois at Urbana-Champaign
- University of Illinois at Chicago
- National Center for Advancing Translational Sciences