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Analyzing Transfer Learning of Vision Transformers for Interpreting Chest Radiography

Limited availability of medical imaging datasets is a vital limitation when using “data hungry” deep learning to gain performance improvements. Dealing with the issue, transfer learning has become a de facto standard, where a pre-trained convolution neural network (CNN), typically on natural images...

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Detalles Bibliográficos
Autores principales: Usman, Mohammad, Zia, Tehseen, Tariq, Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9274969/
https://www.ncbi.nlm.nih.gov/pubmed/35819537
http://dx.doi.org/10.1007/s10278-022-00666-z