Signal-Intensity Informed Multi-Coil MRI Encoding Operator for Improved Physics-Guided Deep Learning Reconstruction of Dynamic Contrast-Enhanced MRI.
Ömer Burak DemirelBurhaneddin YamanSteen MoellerSebastian WeingärtnerMehmet AkçakayaPublished in: EMBC (2022)
Keyphrases
- deep learning
- dynamic contrast enhanced mri
- mri data
- magnetic resonance imaging
- dce mri
- unsupervised learning
- high resolution
- machine learning
- intensity distribution
- three dimensional
- medical images
- mental models
- magnetic resonance images
- image reconstruction
- mr images
- image intensity
- white matter
- fully automatic
- weakly supervised
- synthetic data
- intraoperative
- natural images