Research progress of radiomics in nasopharyngeal carcinoma / 重庆医学

ABSTRACT

Radiomics is a rapidly developing field,which can transform the black and white gray-scale information of traditional CT,MR1,positron emission tomography(PET),and other images into quantitative radiomics features,obtain rich deep features of lesions,and provide more valuable information for clinical diag-nosis and treatment.Radiomics capture these time-varying lesion characteristics in continuous imaging,and then discover markers and patterns of disease evolution,progression and treatment response,which are used to solve clinical problems.Image data are mineable,and in large enough data sets,they can be used to complete advancements from the individual level to the molecular/digital level.Although the development of radiomics is still in its infancy,there have been many studies on its application in nasopharyngeal carcinoma.This article reviews the application of radiomics in the precise diagnosis,treatment efficacy and prognosis prediction,and differential diagnosis of nasopharyngeal carcinoma,in order to provide a basis for clinical precise diagnosis and individualized treatment of nasopharyngeal carcinoma.