Tackling the Class Imbalance Problem of Deep Learning Based Head and Neck Organ Segmentation

Elias Tappeiner, Martin Welk, Rainer Schubert

The segmentation of organs at risk (OAR) is a required precondition for the cancer treatment with image guided radiation therapy. The automation of the segmentation task is therefo…