Automated treatment planning for liver cancer stereotactic body radiotherapy.

Ling HeXingchen PengNa ChenZhigong WeiJingjing WangYingtong LiuJianghong Xiao

Published in: Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico (2023)

Automated planning for SBRT, without relying on historical data, can generate comparable or even better plan quality for liver cancer compared with manual planning, along with better reproducibility, and less clinically planning time.

Keyphrases

radiation therapy
machine learning
high throughput
deep learning
early stage
electronic health record
big data
squamous cell carcinoma
radiation induced
single cell