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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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Bibliografiske detaljer
Udgivet i: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
Format: Artigo
Sprog:Inglês
Udgivet: 2021
Fag:
Online adgang: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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