The role of texture analysis in imaging as an outcome predictor and potential tool in radiotherapy treatment planning

被引:104
作者
Alobaidli, S. [1 ]
Mcquaid, S. [2 ]
South, C. [2 ]
Prakash, V. [3 ]
Evans, P. [1 ]
Nisbet, A. [2 ,4 ]
机构
[1] Univ Surrey, Fac Engn & Phys Sci, Ctr Vis Speech & Signal Proc, Guildford GU2 5XH, Surrey, England
[2] Royal Surrey Cty Hosp NHS Fdn Trust, Dept Med Phys, Guildford, Surrey, England
[3] Ashford & St Peters Hosp NHS Fdn Trust, Dept Radiol, Ashford, Kent, England
[4] Univ Surrey, Fac Engn & Phys Sci, Ctr Nucl & Radiat Phys, Guildford GU2 5XH, Surrey, England
关键词
CELL LUNG-CANCER; STEREOTACTIC ABLATIVE RADIOTHERAPY; PARTIAL-VOLUME CORRECTION; TUMOR HETEROGENEITY; FDG-PET; CERVICAL-CANCER; F-18-FDG PET; COLORECTAL-CANCER; MR-IMAGES; CT;
D O I
10.1259/bjr.20140369
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
100231 [临床病理学]; 100902 [航空航天医学];
摘要
Predicting a tumour's response to radiotherapy prior to the start of treatment could enhance clinical care management by enabling the personalization of treatment plans based on predicted outcome. In recent years, there has been accumulating evidence relating tumour texture to patient survival and response to treatment. Tumour texture could be measured from medical images that provide a non-invasive method of capturing intratumoural heterogeneity and hence could potentially enable a prior assessment of a patient's predicted response to treatment. In this article, work presented in the literature regarding texture analysis in radiotherapy in relation to survival and outcome is discussed. Challenges facing integrating texture analysis in radiotherapy planning are highlighted and recommendations for future directions in research are suggested.
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收藏
页数:11
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