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Knowledge-enhanced visual-language pre-training on chest radiology images

While multi-modal foundation models pre-trained on large-scale data have been successful in natural language understanding and vision recognition, their use in medical domains is still limited due to the fine-grained nature of medical tasks and the high demand for domain knowledge. To address this c...

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Detalles Bibliográficos
Autores principales: Zhang, Xiaoman, Wu, Chaoyi, Zhang, Ya, Xie, Weidi, Wang, Yanfeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10382552/
https://www.ncbi.nlm.nih.gov/pubmed/37507376
http://dx.doi.org/10.1038/s41467-023-40260-7