Evaluation of deep learning-based autosegmentation in breast cancer radiotherapy.

Hwa Kyung ByunJee Suk ChangMin Seo ChoiJaehee ChunJinhong JungChiyoung JeongJin Sung KimYongjin ChangSeung Yeun ChungSeungryul LeeYong Bae Kim

Published in: Radiation oncology (London, England) (2021)

The autocontouring system had a similar performance in OARs as that of the experts' manual contouring. This system can be valuable in improving the quality of breast radiotherapy and reducing interphysician variability in clinical practice.

Keyphrases

deep learning
early stage
clinical practice
locally advanced
radiation induced
radiation therapy
weight loss
artificial intelligence
rectal cancer
convolutional neural network
quality improvement