Deep Learning Measurement Model to Segment the Nuchal Translucency Region for the Early Identification of Down Syndrome

Deep Learning Measurement Model to Segment the Nuchal Translucency Region for the Early Identification of Down Syndrome

Down syndrome (DS) or Trisomy 21 is a genetic disorder that causes intellectual and mental disability in fetuses. The most essential marker for detecting DS during the first trimester of pregnancy is nuchal translucency (NT). Effective segmentation of the NT contour from the ultrasound (US) images b...

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Hlavní autoři: Thomas Mary Christeena, Arjunan Sridhar P.
Médium: Článek
Jazyk:English
Vydáno: Sciendo 2022-08-01
Edice:Measurement Science Review
Témata:
fetus
down syndrome
nuchal translucency
deep neural network
convolution
segnet
On-line přístup:https://doi.org/10.2478/msr-2022-0023

Internet

https://doi.org/10.2478/msr-2022-0023

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