A Deep Learning Approach for Segmentation, Classification and Visualization of 3D High Frequency Ultrasound Images of Mouse Embryos

Segmentation and mutant classification of high-frequency ultrasound (HFU) mouse embryo brain ventricle (BV) and body images can provide valuable information for developmental biologists. However, manual segmentation and identification of BV and body requires substantial time and expertise. This pape...

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Detalhes bibliográficos
Publicado no:IEEE Trans Ultrason Ferroelectr Freq Control
Main Authors: Qiu, Ziming, Xu, Tongda, Langerman, Jack, Das, William, Wang, Chuiyu, Nair, Nitin, Aristizábal, Orlando, Mamou, Jonathan, Turnbull, Daniel H., Ketterling, Jeffrey A., Wang, Yao
Formato: Artigo
Idioma:Inglês
Publicado em: 2021
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8274381/
https://ncbi.nlm.nih.gov/pubmed/33755564
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TUFFC.2021.3068156
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