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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Detalles Bibliográficos
Autores principales: 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: Online Artículo Texto
Lenguaje:English
Publicado: Korean Society of Ultrasound in Medicine 2021
Materias:
Special Review of Artifical Intelligence (Part 1)
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7758107/
https://www.ncbi.nlm.nih.gov/pubmed/33152846
http://dx.doi.org/10.14366/usg.20102

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7758107/
https://www.ncbi.nlm.nih.gov/pubmed/33152846
http://dx.doi.org/10.14366/usg.20102

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