The radiomic-clinical model using the SHAP method for assessing the treatment response of whole-brain radiotherapy: a multicentric study.

Yixin WangJinwei LangJoey Zhaoyu ZuoYaqin DongZongtao HuXiuli XuYongkang ZhangQinjie WangLizhuang YangStephen T C WongHongzhi WangHai Li

Published in: European radiology (2022)

• Radiomic-clinical model can be useful for assessing the treatment response of WBRT. • SHAP could explain and visualize radiomic-clinical machine learning model in a clinician-friendly way.

Keyphrases

machine learning
small cell lung cancer
multiple sclerosis
artificial intelligence
resting state
functional connectivity
deep learning
blood brain barrier
subarachnoid hemorrhage