semantic segmentation task We inject quantum coherent noise generated from our 424-quantum dot array structure into the neural network used to detect membrane walls. We employ this enhanced network to make prediction results in improved ice coefficient scores. Data: http://brainiac2.mit.edu/isbi_challenge/ Link:https://www.equal1.com/use-cases/