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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Veröffentlicht in:Sci Rep
Hauptverfasser: 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
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Publishing Group UK 2021
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Article
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8042042/
https://ncbi.nlm.nih.gov/pubmed/33846388
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-86726-w
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