The impact of training dataset size and ensemble inference strategies on head and neck auto-segmentation

Edward G. A. Henderson, Marcel van Herk, Eliana M. Vasquez Osorio

Convolutional neural networks (CNNs) are increasingly being used to automate segmentation of organs-at-risk in radiotherapy. Since large sets of highly curated data are scarce, we…