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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Veröffentlicht in:IEEE transactions on ultrasonics, ferroelectrics, and frequency control. - 1986. - 68(2021), 7 vom: 07. Juli, Seite 2460-2471
1. Verfasser: Qiu, Ziming (VerfasserIn)
Weitere Verfasser: Xu, Tongda, Langerman, Jack, Das, William, Wang, Chuiyu, Nair, Nitin, Aristizabal, Orlando, Mamou, Jonathan, Turnbull, Daniel H, Ketterling, Jeffrey A, Wang, Yao
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:IEEE transactions on ultrasonics, ferroelectrics, and frequency control
Schlagworte:Journal Article Research Support, N.I.H., Extramural