Overcoming diagnostic and data privacy challenges in viral disease detection: an integrated approach using generative AI, vision transformers, explainable AI, and federated learning
The growing dependence on artificial intelligence (AI) in healthcare has significantly advanced the detection and diagnosis of viral diseases. However, existing AI models encounter key obstacles such as data privacy concerns, limited interpretability, poor generalization, and overfitting, which rest...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Frontiers Media S.A.
2025-07-01
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| Series: | Frontiers in Virology |
| Subjects: | |
| Online Access: | https://www.frontiersin.org/articles/10.3389/fviro.2025.1625855/full |
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