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2D medical image synthesis using transformer-based denoising diffusion probabilistic model

Objective. Artificial intelligence (AI) methods have gained popularity in medical imaging research. The size and scope of the training image datasets needed for successful AI model deployment does not always have the desired scale. In this paper, we introduce a medical image synthesis framework aime...

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Detalles Bibliográficos
Autores principales: Pan, Shaoyan, Wang, Tonghe, Qiu, Richard L J, Axente, Marian, Chang, Chih-Wei, Peng, Junbo, Patel, Ashish B, Shelton, Joseph, Patel, Sagar A, Roper, Justin, Yang, Xiaofeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IOP Publishing 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10160739/
https://www.ncbi.nlm.nih.gov/pubmed/37015231
http://dx.doi.org/10.1088/1361-6560/acca5c