Simulating realistic fetal neurosonography images with appearance and growth change using cycle-consistent adversarial networks and an evaluation
<p><strong>Purpose:</strong> We present an original method for simulating realistic fetal neurosonography images specifically generating third-trimester pregnancy ultrasound images from second-trimester images. Our method was developed using unpaired data, as pairwise data were not...
Main Authors: | Xu, Y, Lee, LH, Drukker, L, Yaqub, M, Papageorghiou, AT, Noble, AJ |
---|---|
Format: | Journal article |
Language: | English |
Published: |
Society of Photo-optical Instrumentation Engineers
2020
|
Similar Items
-
Plane Localization in 3-D Fetal Neurosonography for Longitudinal Analysis of the Developing Brain
by: Yaqub, M, et al.
Published: (2015) -
Registration of 3D fetal neurosonography and MRI.
by: Kuklisova-Murgasova, M, et al.
Published: (2013) -
Robust regression of brain maturation from 3D fetal neurosonography using CRNs
by: Namburete, A, et al.
Published: (2017) -
Delving deep into fetal neurosonography: an image analysis approach
by: Huang, R
Published: (2017) -
VP-Nets : Efficient automatic localization of key brain structures in 3D fetal neurosonography
by: Huang, R, et al.
Published: (2018)