Deep learning-based prediction of wall shear stress throughout the cardiac cycle in middle cerebral artery bifurcation aneurysms
Bingyuan Bai, Xiajie Zhou, Kazunori Miyata, Tzu‐Ching Shih
This paper develops a deep learning framework called STEP to predict cardiac-cycle wall shear stress in aneurysms using pre-trained steady-flow models and transient fine-tuning.
bioRxiv · Oct 14, 2026 · PreprintBioengineering