Deep Learning Meets Computational Fluid Dynamics to Assess CAD in CCTA.
Filip MalawskiJaroslaw GoslinskiMikolaj StryjaKatarzyna JesionekMarcin KosturKarol Miszalski-JamkaJakub NalepaPublished in: AMAI@MICCAI (2022)
Keyphrases
- deep learning
- computational fluid dynamics
- patient specific
- numerical simulations
- intracranial aneurysms
- blood flow
- unsupervised learning
- machine learning
- unsupervised feature learning
- scientific data
- computer aided design
- mental models
- weakly supervised
- velocity field
- databases
- text classification
- heat transfer
- information extraction
- image processing
- computer vision
- data mining