Characterizing cartilage microarchitecture on phase-contrast x-ray computed tomography using deep learning with convolutional neural networks.
Botao DengAnas Z. AbidinAdora M. D'SouzaMahesh B. NagarajanPaola CoanAxel WismüllerPublished in: Medical Imaging: Computer-Aided Diagnosis (2017)
Keyphrases
- deep learning
- convolutional neural networks
- phase contrast
- magnetic resonance images
- low contrast
- magnetic resonance
- blood flow
- mr images
- microscopy images
- image reconstruction
- unsupervised learning
- machine learning
- computational fluid dynamics
- medical images
- left ventricular
- mental models
- patient specific
- boundary conditions
- manual segmentation
- weakly supervised
- blood vessels
- fully automatic
- image data
- supervised learning
- magnetic resonance imaging
- fully automated
- face recognition