Secure pulmonary diagnosis using transformer-based approach to X-ray classification with KL divergence optimization

IntroductionLung disease classification plays a significant part in the early discovery and determination of respiratory conditions.MethodsThis paper proposes a novel approach for lung disease classification utilizing two advanced deep learning models, MedViT and Swin Transformer, applied to the Lun...

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Autors principals:	Vatsala Anand, Mohammed Shuaib, Irfanullah Khan, Mehran Ullah, Shadab Alam
Format:	Artigo
Idioma:	Inglês
Publicat:	Frontiers Media S.A. 2025-12-01
Col·lecció:	Frontiers in Medicine
Matèries:	pulmonary disease classification secure medical diagnostics lung disease classification deep learning chest X-ray analysis medical image augmentation
Accés en línia:	https://www.frontiersin.org/articles/10.3389/fmed.2025.1716066/full
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