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Medical image captioning via generative pretrained transformers

The proposed model for automatic clinical image caption generation combines the analysis of radiological scans with structured patient information from the textual records. It uses two language models, the Show-Attend-Tell and the GPT-3, to generate comprehensive and descriptive radiology records. T...

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Detalles Bibliográficos
Autores principales: Selivanov, Alexander, Rogov, Oleg Y., Chesakov, Daniil, Shelmanov, Artem, Fedulova, Irina, Dylov, Dmitry V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10010644/
https://www.ncbi.nlm.nih.gov/pubmed/36914733
http://dx.doi.org/10.1038/s41598-023-31223-5