Deep learning algorithm for auto-delineation of high-risk oropharyngeal clinical target volumes with built-in dice similarity coefficient parameter optimization function

CE Cardenas, RE McCarroll, LE Court… - International Journal of …, 2018 - Elsevier
Purpose Automating and standardizing the contouring of clinical target volumes (CTVs) can
reduce interphysician variability, which is one of the largest sources of uncertainty in head …

Auto-delineation of oropharyngeal clinical target volumes using 3D convolutional neural networks

CE Cardenas, BM Anderson… - Physics in Medicine …, 2018 - iopscience.iop.org
Accurate clinical target volume (CTV) delineation is essential to ensure proper tumor
coverage in radiation therapy. This is a particularly difficult task for head-and-neck cancer …