基于深度学习的影像组学在结直肠癌中的研究进展

Advances in application of radiomics in colorectal cancer

传统的影像学检查方法对结直肠癌的早期诊断、预后判断及放化疗效果的预测意义有限,近年来,随着图像处理与计算机技术的不断发展,应用影像组学的分析方法对结直肠癌患者进行准确的术前评估,疗效预测,制定精准的个体化治疗方案是该领域新的研究热点。作者将影像组学技术在结直肠癌术前分期、疗效评价及预后评估等不同诊疗阶段的研究成果进行总结并探讨其应用价值。

In recent years,with the continuous development of image processing and computer technology,the use of imaging histological analysis methods for accurate preoperative evaluation of patients with colorectal cancer,efficacy prediction,the development of accurate individual treatment is a new research hotspot in this field.In this article,we summarize the research results of imaging techniques in the different stages of colorectal cancer diagnosis and treatment,such as preoperative staging,curative effect evaluation and prognosis evaluation.