Fully Automated Delineation of Gross Tumor Volume for Head and Neck Cancer on PET-CT Using Deep Learning: A Dual-Center Study.

Bin HuangZhewei ChenPo-Man WuYufeng YeShi-Ting FengChing-Yee Oliver WongLiyun ZhengYong LiuTianfu WangQiaoliang Li Bingsheng Huang

Published in: Contrast media & molecular imaging (2018)

A fully automatic GTV contouring method for HNC based on DCNN and PET-CT from dual centers has been successfully proposed with high accuracy and efficiency. Our proposed method is of help to the clinicians in HNC management.

Keyphrases

pet ct
deep learning
machine learning
positron emission tomography
artificial intelligence
convolutional neural network
palliative care
weight loss
high throughput
computed tomography
neural network
single cell