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Gastric cancer is a common entity of malignant tumor in China with the third cause of mortality and morbidity among all malignancies. In recent years, radiomics has emerged as a quantitative tool for imaging analysis with the rise of artificial intelligence. Currently, radiomics has been applied in many aspects of gastric cancer. In this review, we will focus on the progression of radiomics in diagnosis of gastric cancer, and describe the role of radiomics in differential diagnosis, staging and detection of histopathological biomarkers in detail, to reveal the value of radiomics in the precision medicine of gastric cancer.