A neural network trained on 100 aneurysm patients estimates transient wall shear stress on 3D vessel surfaces and generalizes, without retraining, to new patients, new branches, and different mesh resolutions.
Ma- chine Learning for Cardiovascular Biomechanics Modeling: Chal- lenges and Beyond
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Wall Shear Stress Estimation in Abdominal Aortic Aneurysms: Towards Generalisable Neural Surrogate Models
A neural network trained on 100 aneurysm patients estimates transient wall shear stress on 3D vessel surfaces and generalizes, without retraining, to new patients, new branches, and different mesh resolutions.