The present work considers a stochastic segmentation method on images in the presence of noise within PDE-based image processing framework. Classical methods are not able to capture error propagation uncertain estimated input data and their impact final result, which can be great importance for clinical decisions. Therefore, an intrusive generalized polynomial chaos (gPC) expansion level-set ba...