COVID-19 Pneumonia Diagnosis Using Medical Images: Deep Learning–Based Transfer Learning Approach
The study results underscore the potential of artificial intelligence-powered diagnostics in supporting early detection and global pandemic response. With careful optimization, deep learning models can address critical gaps in testing, particularly in settings constrained by limited resources or emerging variants.
Authors
- Anjali Dharmik
Institutions
- Royal Holloway University of London (GB)
Publication Details
- Journal
- JMIRx Med
- Published
- 2025-08-29
- DOI
- https://doi.org/10.2196/75015
- Citations
- 4
- Primary Topic
- COVID-19 diagnosis using AI
- Type
- article
- Field-Weighted Citation Impact
- 5.44