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Applications and limitations of radiomics

机译:放射学的应用和局限性

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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.
机译:Radiomics是定量成像中的新兴领域,它使用先进的成像功能来客观,定量地描述肿瘤表型。放射学特征由于其对治疗结果和癌症遗传学的潜在预测能力而引起了人们的极大兴趣,这在个性化医学中可能具有重要的应用。在本技术综述中,我们描述了放射学领域的应用和挑战。我们将审查放射学的应用领域和技术问题,以及放射学研究设计的正确做法。

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