Radiomic identification of anemia features in monochromatic conjunctiva photographs in school-age children
Instead of relying on color-based or spectral analyses of pallor in the conjunctiva, the proposed framework lays the groundwork for simplifying the hardware and algorithmic requirements of point-of-care, noninvasive anemia screening in sub-Saharan Africa and other resource-limited settings.
Authors
- Jung Woo Leem (ORCID: https://orcid.org/0000-0001-5008-2356)
- Young L. Kim (ORCID: https://orcid.org/0000-0003-3796-9643)
- Sang Mok Park
- Soojung Hong (ORCID: https://orcid.org/0000-0002-4350-2794)
- Steven R. Steinhubl (ORCID: https://orcid.org/0000-0002-9256-7914)
- Semin Kwon (ORCID: https://orcid.org/0000-0002-9197-2686)
- Jean-Louis N. Mangara
- Christelle Twizere
- Haripriya Sakthivel (ORCID: https://orcid.org/0009-0000-4818-5794)
- Pascal Ngiruwonsanga
Institutions
- Purdue University West Lafayette (US)
- University of Rwanda (RW)
- Rwanda Biomedical Center (RW)
Publication Details
- Journal
- Biophotonics discovery.
- Published
- 2025-04-15
- DOI
- https://doi.org/10.1117/1.bios.2.2.022303
- Citations
- 7
- Primary Topic
- Thermoregulation and physiological responses
- Type
- article
- Field-Weighted Citation Impact
- 8.15
Funders
- U.S. Department of Veterans Affairs
- National Institutes of Health