The feasibility study on the generalization of deep learning dose prediction model for volumetric modulated arc therapy of cervical cancer.

Zhang QilinPeng BaoQu AngJiang WeijuanJiang PingZhuang HongqingDong BinYang Ruijie

Published in: Journal of applied clinical medical physics (2022)

A 3D-Unet dose prediction model was developed for VMAT of cervical cancer, which can predict the dose distribution accurately for cervical cancer. The model can also be generalized for endometrial cancer with good performance.

Keyphrases

endometrial cancer
deep learning
mesenchymal stem cells
convolutional neural network
bone marrow
cell therapy