Multi-modal MRI reveals changes in placental function following preterm premature rupture of membranes.
Jana HutterPaddy J SlatorCarla Avena ZampieriMegan HallMary RutherfordLisa StoryPublished in: Magnetic resonance in medicine (2022)
More complex models and data acquisition can potentially improve fitting of the underlying etiology of preterm birth compared with individual single-contrast models and contribute to additional insights in the future. This will need validation in larger cohorts. A multi-modal MRI acquisition between rupture of the membranes and delivery can be used to measure placental function and is linked to gestational age at delivery.
Keyphrases
- preterm birth
- gestational age
- contrast enhanced
- birth weight
- low birth weight
- magnetic resonance imaging
- magnetic resonance
- diffusion weighted imaging
- computed tomography
- electronic health record
- current status
- machine learning
- physical activity
- deep learning
- preterm infants
- weight loss
- big data
- artificial intelligence