Role of radiomics in the diagnosis and treatment of gastrointestinal cancer

Gastrointestinal cancer(GIC)has high morbidity and mortality as one of the main causes of cancer death.Preoperative risk stratification is critical to guide patient management,but traditional imaging studies have difficulty predicting its biological behavior.The emerging field of radiomics allows the conversion of potential pathophysiological information in existing medical images that cannot be visually recognized into high-dimensional quantitative image features.Tumor lesion characterization,therapeutic response evaluation,and survival prediction can be achieved by analyzing the relationships between these features and clinical and genetic data.In recent years,the clinical application of radiomics to GIC has increased dramatically.In this editorial,we describe the latest progress in the application of radiomics to GIC and discuss the value of its potential clinical applications,as well as its limitations and future directions.