Secure pulmonary diagnosis using transformer-based approach to X-ray classification with KL divergence optimization
These findings highlight the potential of transformer-based models, particularly MedViT, for reliable clinical decision support in automated lung disease classification.
Authors
- Mehran Ullah (ORCID: https://orcid.org/0000-0001-7633-8372)
- Irfanullah Khan (ORCID: https://orcid.org/0000-0003-0465-8160)
- Vatsala Anand (ORCID: https://orcid.org/0000-0001-6143-250X)
- Mohammed Shuaib (ORCID: https://orcid.org/0000-0001-6657-2587)
- Shadab Alam (ORCID: https://orcid.org/0000-0003-0504-4515)
Institutions
- King Fahd University of Petroleum and Minerals (SA)
- Akal University (IN)
- University of the West of Scotland (GB)
- Jazan University (SA)
Publication Details
- Journal
- Frontiers in Medicine
- Published
- 2025-12-17
- DOI
- https://doi.org/10.3389/fmed.2025.1716066
- Citations
- 1
- Primary Topic
- COVID-19 diagnosis using AI
- Type
- article
- Field-Weighted Citation Impact
- 1.36