Abstract: As a non-invasive method of image analysis, radiomics can deeply explore the clinical information hidden behind medical images. The development of deep learning technology has promoted radiomics research to a new level, and numerous studies have confirmed its application value in tumor radiotherapy. Based on the research background of radiomics, this paper reviews its research progress in tumor radiotherapy.