Physics-Informed Neural Networks for Brain Hemodynamic Predictions Using Medical Imaging - Sarabian, Mohammad; Babaee, Hessam; Laksari, Kaveh (IEEE transactions on medical imaging, 2022)
Keywords: 4D flow MRI; Accuracy; Angiography; Arteries; Blood; Blood flow; Blood vessels; Boundary conditions; Brain; brain hemodynamics; Brain mapping; Brain modeling; Cerebrovascular diseases; Computational modeling; Computational neuroscience; Deep learning; Deep neural networks; Diameters; Doppler effect; Flow velocity; Hemodynamics; Image acquisition; Image resolution; Magnetic resonance imaging; Medical imaging; Neural networks; Neuroimaging; Physics; Reduced order models; Stenosis; transcranial Doppler ultrasound; Ultrasound; Vascular diseases; Vasoconstriction; Velocity; Velocity measurement; Workflow