Comparison of methods for intravoxel incoherent motion parameter estimation in the brain from flow-compensated and non-flow-compensated diffusion-encoded data.
Oscar JalnefjordIsabella M Björkman-BurtscherPublished in: Magnetic resonance in medicine (2024)
A Bayesian algorithm with spatial prior distributions is preferable for joint IVIM analysis of FC and NC dMRI data in the healthy human brain, but deep learning-based algorithms appear promising.
Keyphrases
- deep learning
- machine learning
- big data
- diffusion weighted imaging
- electronic health record
- artificial intelligence
- diffusion weighted
- convolutional neural network
- contrast enhanced
- white matter
- magnetic resonance imaging
- computed tomography
- data analysis
- cerebral ischemia
- blood brain barrier
- subarachnoid hemorrhage