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Technology trends and applications of deep learning in ultrasonography: image quality enhancement, diagnostic support, and improving workflow efficiency

In this review of the most recent applications of deep learning to ultrasound imaging, the architectures of deep learning networks are briefly explained for the medical imaging applications of classification, detection, segmentation, and generation. Ultrasonography applications for image processing...

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Detalhes bibliográficos
Publicado no:Ultrasonography
Main Authors: Yi, Jonghyon, Kang, Ho Kyung, Kwon, Jae-Hyun, Kim, Kang-Sik, Park, Moon Ho, Seong, Yeong Kyeong, Kim, Dong Woo, Ahn, Byungeun, Ha, Kilsu, Lee, Jinyong, Hah, Zaegyoo, Bang, Won-Chul
Formato: Artigo
Idioma:Inglês
Publicado em: Korean Society of Ultrasound in Medicine 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7758107/
https://ncbi.nlm.nih.gov/pubmed/33152846
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.14366/usg.20102
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