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...

Descrizione completa

Dettagli Bibliografici

Autori principali:	Vatsala Anand, Mohammed Shuaib, Irfanullah Khan, Mehran Ullah, Shadab Alam
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	Frontiers Media S.A. 2025-12-01
Serie:	Frontiers in Medicine
Soggetti:	pulmonary disease classification secure medical diagnostics lung disease classification deep learning chest X-ray analysis medical image augmentation
Accesso online:	https://www.frontiersin.org/articles/10.3389/fmed.2025.1716066/full
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!