IEEE - Institute of Electrical and Electronics Engineers, Inc. - Fetal congenital heart disease echocardiogram screening based on DGACNN: adversarial oneclass classification combined with video transfer learning

Author(s): Yuxin Gong ; Yingying Zhang ; Haogang Zhu ; Jing Lv ; Qian Cheng ; Hongjia Zhang Yihua He ; Shuliang Wang
Sponsor(s): IEEE Engineering In Medicine and Biology Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Electronic): 1558-254X
ISSN (Paper): 0278-0062
DOI: 10.1109/TMI.2019.2946059
Regular:

Fetal congenital heart disease (FHD) is a common and serious congenital malformation in children. In Asia, FHD birth defect rates have reached as high as 9.3‰. For the early detection of... View More

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