Rupture risk prediction of cerebral aneurysms using a novel convolutional neural network-based deep learning model.

CNN-based deep learning algorithm using hemodynamic factors, including WSS and strain, could be an effective tool for predicting rupture risk in cerebral aneurysms with good predictive accuracy.