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Vision transformer architecture and applications in digital health: a tutorial and survey

The vision transformer (ViT) is a state-of-the-art architecture for image recognition tasks that plays an important role in digital health applications. Medical images account for 90% of the data in digital medicine applications. This article discusses the core foundations of the ViT architecture an...

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Detalles Bibliográficos
Autores principales: Al-hammuri, Khalid, Gebali, Fayez, Kanan, Awos, Chelvan, Ilamparithi Thirumarai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Nature Singapore 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10333157/
https://www.ncbi.nlm.nih.gov/pubmed/37428360
http://dx.doi.org/10.1186/s42492-023-00140-9