Optical Reservoir Computing for Lung Tumor Movement Prediction in Radiation Therapy Applications
Alex Hollingsworth, Nathan McDonald, Wei Ji, Chengyu Shi, Steven Beninati, Zhaoran Huang · 2019
An optical reservoir computer (ORC) is used to predict the motion of lung tumors during radiation therapy procedures. The ORC shows comparable accuracy to traditional neural networks with vastly increased computation speed and training time.