Application of Deep Learning-Based Multimodal Data Fusion for the Diagnosis of Skin Neglected Tropical Diseases: Systematic Review
Finally, this article suggests that further studies should be conducted about using DL-based MMDF methods for skin NTDs, considering model efficiency, data scarcity, algorithm selection and use, fusion strategies of multiple modalities, and the possible adoption of such tools for resource-constrained areas.
Authors
- Mohammed Abebe Yimer (ORCID: https://orcid.org/0000-0003-0622-4841)
- Million Meshesha (ORCID: https://orcid.org/0000-0002-1823-0301)
- Yohannes Minyilu (ORCID: https://orcid.org/0009-0002-0163-6900)
Institutions
- Arba Minch University (ET)
- Addis Ababa University (ET)
Publication Details
- Journal
- JMIR AI
- Published
- 2025-12-04
- DOI
- https://doi.org/10.2196/67584
- Primary Topic
- Cutaneous Melanoma Detection and Management
- Type
- article
- Field-Weighted Citation Impact
- 0.00