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cs.LG2026
Real-Time Pulsatile Flow Prediction for Realistic, Diverse Intracranial Aneurysm Morphologies using a Graph Transformer and Steady-Flow Data Augmentation
Yiying Sheng, Wenhao Ding, Dylan Roi +3
Extensive studies suggested that fluid mechanical markers of intracranial aneurysms (IAs) derived from Computational Fluid Dynamics (CFD) can indicate disease progression risks, bu…
cs.LG2025
Two-Stage Generative Model for Intracranial Aneurysm Meshes with Morphological Marker Conditioning
Wenhao Ding, Choon Hwai Yap, Kangjun Ji +1
A generative model for the mesh geometry of intracranial aneurysms (IA) is crucial for training networks to predict blood flow forces in real time, which is a key factor affecting…