肾癌影像组学研究进展

Progress of radiomics in renal cell carcinoma

影像组学是指采用多种技术从影像图像中提取大量人眼不能识别的定量特征,对其分析和解释的一种科学,突破了基于形态学及半定量分析的传统影像医学模式,融合了数字影像、统计学、机器学习,在肿瘤的诊断、鉴别诊断、分型、分级、治疗反应及预后中已初步显示出重要作用。本文就其在肾癌中的研究进展综述如下。

Radiomics is a science that uses a variety of technologies to extract a large number of quantitative features that human eyes cannot recognize from imaging images and analyze and interpret them.It breaks through the traditional imaging medical model based on morphology and semi-quantitative analysis and integrates digital imaging, statistics and machine learning.It plays an important role in the diagnosis, differential diagnosis, classification, grading, treatment response and prognosis of tumors.In this paper, the progress of its application in renal cancer is summarized as follows.