Machine Learning to Build and Validate a Model for Radiation Pneumonitis Prediction in Patients with Non-Small Cell Lung Cancer.

Hao YuHuanmei WuWeili WangShruti JollyJian-Yue JinChen HuFeng-Ming Spring Kong

Published in: Clinical cancer research : an official journal of the American Association for Cancer Research (2019)

By machine learning, this study has developed and validated a comprehensive model integrating inflammatory cytokines with clinical variables to predict RP2 before radiotherapy that provides an opportunity to guide clinicians.

Keyphrases

machine learning
artificial intelligence
early stage
big data
radiation induced
radiation therapy
palliative care
deep learning
squamous cell carcinoma
locally advanced
interstitial lung disease
idiopathic pulmonary fibrosis