Cortical plate segmentation using CNNs in 3D fetal ultrasound
As the fetal brain develops, its surface undergoes rapid changes in shape and morphology. Variations in the emergence of the sulci on the brain surface have commonly been associated with diseased or at-risk pregnancies. Therefore, the process of surface folding is an important biomarker to character...
Main Authors: | Wyburd, MK, Jenkinson, M, Namburete, AIL |
---|---|
Formato: | Conference item |
Idioma: | English |
Publicado em: |
Springer
2020
|
Registos relacionados
-
Assessment of regional cortical development through fissure based gestational age estimation in 3D fetal ultrasound
Por: Wyburd, MK, et al.
Publicado em: (2021) -
Segmentation of fetal adipose tissue using efficient CNNs for portable ultrasound
Por: Vaze, S, et al.
Publicado em: (2018) -
Anatomically plausible segmentations: explicitly preserving topology through prior deformations
Por: Wyburd, MK, et al.
Publicado em: (2024) -
TEDS-Net: enforcing diffeomorphisms in spatial transformers to guarantee topology preservation in segmentations
Por: Wyburd, MK, et al.
Publicado em: (2021) -
Subcortical segmentation of the fetal brain in 3D ultrasound using deep learning
Por: Hesse, LS, et al.
Publicado em: (2022)