A Deep Learning Approach for Segmentation, Classification, and Visualization of 3-D 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 arti...

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Publié dans:IEEE transactions on ultrasonics, ferroelectrics, and frequency control. - 1986. - 68(2021), 7 vom: 22. Juli, Seite 2460-2471
Auteur principal: Qiu, Ziming (Auteur)
Autres auteurs: Xu, Tongda, Langerman, Jack, Das, William, Wang, Chuiyu, Nair, Nitin, Aristizabal, Orlando, Mamou, Jonathan, Turnbull, Daniel H, Ketterling, Jeffrey A, Wang, Yao
Format: Article en ligne
Langue:English
Publié: 2021
Accès à la collection:IEEE transactions on ultrasonics, ferroelectrics, and frequency control
Sujets:Journal Article Research Support, N.I.H., Extramural