Evidential Perfusion Physics-Informed Neural Networks with Residual Uncertainty Quantification

Junhyeok Lee, Minseo Choi, Han Jang +5

Physics-informed neural networks (PINNs) have shown promise in addressing the ill-posed deconvolution problem in computed tomography perfusion (CTP) imaging for acute ischemic stro…