Impact of image compression on deep learning-based mammogram classification

Image compression is used in several clinical organizations to help address the overhead associated with medical imaging. These methods reduce file size by using a compact representation of the original image. This study aimed to analyze the impact of image compression on the performance of deep lea...

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Detalles Bibliográficos
Autores principales: Jo, Yong-Yeon, Choi, Young Sang, Park, Hyun Woo, Lee, Jae Hyeok, Jung, Hyojung, Kim, Hyo-Eun, Ko, Kyounglan, Lee, Chan Wha, Cha, Hyo Soung, Hwangbo, Yul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8042042/
https://www.ncbi.nlm.nih.gov/pubmed/33846388
http://dx.doi.org/10.1038/s41598-021-86726-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8042042/
https://www.ncbi.nlm.nih.gov/pubmed/33846388
http://dx.doi.org/10.1038/s41598-021-86726-w

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