Identifying Lymph Nodes and Their Statuses from Pretreatment Computer Tomography Images of Patients with Head and Neck Cancer Using a Clinical-Data-Driven Deep Learning Algorithm.

Sheng-Yao HuangWen-Lin HsuDai-Wei LiuEdzer L WuYu-Shao PengZhe-Ting LiaoRen-Jun Hsu

Published in: Cancers (2023)

The model showed a convincible lymph node detection on clinical images. We will evaluate and further improve the model in collaboration with clinical physicians.

Keyphrases

deep learning
lymph node
convolutional neural network
machine learning
primary care
optical coherence tomography
neoadjuvant chemotherapy
sentinel lymph node
early stage
loop mediated isothermal amplification