Motion corrected fetal body magnetic resonance imaging provides reliable 3D lung volumes in normal and abnormal fetuses.
Joseph Rutherford DavidsonAlena UusAlexia EgloffMilou P M van PoppelJacqueline MatthewJohannes K SteinwegMaria DeprezMichael AertsenJan A DeprestMary RutherfordPublished in: Prenatal diagnosis (2022)
Deformable slice-to-volume registration for fetal lung MRI aids analysis of motion corrupted scans and does not suffer from the interpolation error inherent to 2D-segmentation. It increases information content of acquired data in terms of visualising organs in 3D space and quantification of volumes, which may improve counselling and surgical planning.
Keyphrases
- magnetic resonance imaging
- contrast enhanced
- computed tomography
- high speed
- diffusion weighted imaging
- deep learning
- convolutional neural network
- electronic health record
- magnetic resonance
- big data
- gestational age
- antiretroviral therapy
- healthcare
- health information
- hiv testing
- artificial intelligence
- men who have sex with men
- hiv infected
- data analysis
- social media