Radiomics in Oncological PET/CT: Clinical Applications

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초록

F-18-fluorodeoxyglucose (FDG) positron emission tomography/computed tomography (PET/CT) is widely used for staging, evaluating treatment response, and predicting prognosis in malignant diseases. FDG uptake and volumetric PET parameters such as metabolic tumor volume have been used and are still used as conventional PET parameters to assess biological characteristics of tumors. However, in recent years, additional features derived from PET images by computational processing have been found to reflect intratumoral heterogeneity, which is related to biological tumor features, and to provide additional predictive and prognostic information, which leads to the concept of radiomics. In this review, we focus on recent clinical studies of malignant diseases that investigated intratumoral heterogeneity on PET/CT, and we discuss its clinical role in various cancers.

키워드

Positron emission tomographyNeoplasmRadiomicsHeterogeneityImage analysisCELL LUNG-CANCERPOSITRON-EMISSION-TOMOGRAPHYINTRATUMORAL METABOLIC HETEROGENEITYF-18 FDG UPTAKEADVANCED PANCREATIC-CANCERSOFT-TISSUE SARCOMASPROGNOSTIC VALUETEXTURE ANALYSISBREAST-CANCERESOPHAGEAL CANCER
제목
Radiomics in Oncological PET/CT: Clinical Applications
저자
Lee, Jeong WonLee, Sang Mi
DOI
10.1007/s13139-017-0500-y
발행일
2018-06
유형
Review
저널명
Nuclear Medicine and Molecular Imaging
52
3
페이지
170 ~ 189