Applications and limitations of radiomics

被引：952

作者：

Yip, Stephen S. F. ^{[1
,2
]}

Aerts, Hugo J. W. L. ^{[1
,2
,3
]}

机构：

[1] Brigham & Womens Hosp, Dept Radiat Oncol, Dana Farber Canc Inst, 75 Francis St, Boston, MA 02115 USA

[2] Harvard Univ, Sch Med, Boston, MA USA

[3] Dana Farber Canc Inst, Dept Radiol, Boston, MA 02115 USA

来源：

PHYSICS IN MEDICINE AND BIOLOGY | 2016年 / 61卷 / 13期

关键词：

PET; quantitative imaging; radiomics; CELL LUNG-CANCER; TRACER UPTAKE HETEROGENEITY; STANDARDIZED UPTAKE VALUES; F-18-FDG PET/CT IMAGES; TUMOR TEXTURE ANALYSIS; CONTRAST-ENHANCED MRI; ESOPHAGEAL CANCER; FDG UPTAKE; PATHOLOGICAL RESPONSE; PULMONARY NODULES;

D O I：

10.1088/0031-9155/61/13/R150

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

Radiomics is an emerging field in quantitative imaging that uses advanced imaging features to objectively and quantitatively describe tumour phenotypes. Radiomic features have recently drawn considerable interest due to its potential predictive power for treatment outcomes and cancer genetics, which may have important applications in personalized medicine. In this technical review, we describe applications and challenges of the radiomic field. We will review radiomic application areas and technical issues, as well as proper practices for the designs of radiomic studies.

引用

页码：R150 / R166

页数：17

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