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Fetal heart ultrasound image-oriented adaptive classification deep model based on differentiable architecture search

2021-08-30

Abstract excerpt

Prenatal ultrasound examination is used for screening congenital heart defects and fetal genetic diseases. Unfavorable factors such as low signal-to-noise ratio, artifact and poor fetal posture in ultrasound images make it a very complicated task to identify and interpret the standard scan plane of the fetal heart in prenatal ultrasound examinations. Deep learning related methods are widely used to process and ana...

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Literature Corpus work
ac8e2bc3-0ee7-52db-b877-74decabde99f
DOI
10.21203/rs.3.rs-847933/v1
Open publication

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Fetal heart ultrasound image-oriented adaptive classification deep model based on differentiable architecture searchDOI 10.21203/rs.3.rs-847933/v1
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