Towards Deep Learning-based Wall Shear Stress Prediction for Intracranial Aneurysms.
Annika NiemannLisa SchneiderBernhard PreimSamuel VoßPhilipp BergSylvia SaalfeldPublished in: Bildverarbeitung für die Medizin (2021)
Keyphrases
- shear stress
- computational fluid dynamics
- intracranial aneurysms
- deep learning
- patient specific
- numerical simulations
- blood flow
- finite element
- unsupervised learning
- machine learning
- scientific data
- weakly supervised
- dynamic model
- velocity field
- mental models
- heat transfer
- data mining
- three dimensional
- composite materials
- direct volume rendering
- vector field
- theoretical analysis
- supervised learning
- query processing
- object recognition
- image processing