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A generative adversarial network-based abnormality detection using only normal images for model training with application to digital breast tomosynthesis

Deep learning has shown tremendous potential in the task of object detection in images. However, a common challenge with this task is when only a limited number of images containing the object of interest are available. This is a particular issue in cancer screening, such as digital breast tomosynth...

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Detalles Bibliográficos
Autores principales: Swiecicki, Albert, Konz, Nicholas, Buda, Mateusz, Mazurowski, Maciej A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8119417/
https://www.ncbi.nlm.nih.gov/pubmed/33986361
http://dx.doi.org/10.1038/s41598-021-89626-1

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