Physics-Informed Neural Networks for Brain Hemodynamic Predictions Using Medical Imaging.
Mohammad SarabianHessam BabaeeKaveh LaksariPublished in: IEEE Trans. Medical Imaging (2022)
Keyphrases
- medical imaging
- clinical practice
- neural network
- mri scans
- brain structures
- medical images
- brain mr images
- functional magnetic resonance imaging
- event related
- magnetic resonance images
- x ray
- brain imaging
- image registration
- medical image analysis
- image analysis
- anatomical structures
- cerebral blood flow
- computed tomography
- ct images
- morphological image analysis
- human brain
- medical image processing
- image segmentation
- mri brain
- brain images
- imaging modalities
- shape analysis
- image guided surgery
- pattern recognition
- remote sensing
- image guided
- magnetic resonance imaging
- computer aided diagnosis
- image processing
- volumetric data
- brain tumors
- brain activity
- brain tissue
- surface registration
- image processing and analysis
- computer vision
- biomedical engineering
- three dimensional
- heart disease
- deformable registration
- ct data
- deformation field
- ct scans
- partial volume effects
- brain computer interface
- mr images