Radiomics: A review of current applications and possibilities in the assessment of tumor microenvironment

被引：29

作者：

Xue, Caiqiang ^{[1
,2
,3
,4
]}

Zhou, Qing ^{[1
,2
,3
,4
]}

Xi, Huaze ^{[1
,2
,3
,4
]}

Zhou, Junlin ^{[1
,2
,3
,4
]}

机构：

[1] Lanzhou Univ Second Hosp, Dept Radiol, Lanzhou 730030, Peoples R China

[2] Lanzhou Univ, Clin Sch 2, Lanzhou 730030, Peoples R China

[3] Key Lab Med Imaging Gansu Prov, Lanzhou 730030, Peoples R China

[4] Gansu Int Sci & Technol Cooperat Base Med Imaging, Lanzhou 730030, Peoples R China

来源：

DIAGNOSTIC AND INTERVENTIONAL IMAGING | 2023年 / 104卷 / 03期

基金：

中国国家自然科学基金;

关键词：

Radiomics; Tumor microenvironment; Tumor -in filtrating lymphocytes; Tumor -associated macrophages; Tumor-stromal ratio; LYMPHOVASCULAR SPACE INVASION; STROMA RATIO; CANCER PATIENTS; BREAST-CANCER; SIGNATURE; CELLS; ADENOCARCINOMA; PREDICT; IMAGES; IMMUNOTHERAPY;

D O I：

10.1016/j.diii.2022.10.008

中图分类号：

R8 [特种医学]; R445 [影像诊断学];

学科分类号：

1002 ; 100207 ; 1009 ;

摘要：

With the recent success in the application of immunotherapy for treating various advanced cancers, the tumor microenvironment has rapidly become an important field of research. The tumor microenvironment is complex and its characteristics strongly influence disease biology and potentially responses to systemic therapy. Accurate preoperative assessment of tumor microenvironment is of great significance for the formu-lation of an immunotherapy strategy and evaluation of patient prognosis. As a research hotspot in medical image analysis technology, radiomics has been applied in the auxiliary diagnosis of the tumor microenviron-ment. This article reviews the current status of radiomics in the elective application on tumor microenviron-ment and discusses potential prospects.(c) 2022 Societe francaise de radiologie. Published by Elsevier Masson SAS. All rights reserved.

引用

页码：113 / 122

页数：10