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Spatial-Intensity Transforms for Medical Image-to-Image Translation

Image-to-image translation has seen major advances in computer vision but can be difficult to apply to medical images, where imaging artifacts and data scarcity degrade the performance of conditional generative adversarial networks. We develop the spatial-intensity transform (SIT) to improve output...

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Detalles Bibliográficos
Autores principales: Wang, Clinton J., Rost, Natalia S., Golland, Polina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10651358/
https://www.ncbi.nlm.nih.gov/pubmed/37285247
http://dx.doi.org/10.1109/TMI.2023.3283948