4.7 Article

The precision of textural analysis in 18F-FDG-PET scans of oesophageal cancer

期刊

EUROPEAN RADIOLOGY
卷 25, 期 9, 页码 2805-2812

出版社

SPRINGER
DOI: 10.1007/s00330-015-3681-8

关键词

F-18-FDG PET; Texture analysis; Heterogeneity; Precision; Oesophageal cancer

资金

  1. National Institute for Health Research Biomedical Research Centre of Guys & St Thomas' NHS Trust in partnership
  2. King's College London
  3. University College London
  4. Cancer Research UK and Engineering and Physical Sciences Research Council
  5. Medical Research Council and Department of Health (England)
  6. Cancer Research UK [16463] Funding Source: researchfish

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Objectives Measuring tumour heterogeneity by textural analysis in F-18-fluorodeoxyglucose positron emission tomography (F-18-FDG PET) provides predictive and prognostic information but technical aspects of image processing can influence parameter measurements. We therefore tested effects of image smoothing, segmentation and quantisation on the precision of heterogeneity measurements. Methods Sixty-four F-18-FDG PET/CT images of oesophageal cancer were processed using different Gaussian smoothing levels (2.0, 2.5, 3.0, 3.5, 4.0 mm), maximum standardised uptake value (SUVmax) segmentation thresholds (45 %, 50 %, 55 %, 60 %) and quantisation (8, 16, 32, 64, 128 bin widths). Heterogeneity parameters included grey-level co-occurrence matrix (GLCM), grey-level run length matrix (GLRL), neighbourhood grey-tone difference matrix (NGTDM), grey-level size zone matrix (GLSZM) and fractal analysis methods. The concordance correlation coefficient (CCC) for the three processing variables was calculated for each heterogeneity parameter. Results Most parameters showed poor agreement between different bin widths (CCC median 0.08, range 0.004-0.99). Segmentation and smoothing showed smaller effects on precision (segmentation: CCC median 0.82, range 0.33-0.97; smoothing: CCC median 0.99, range 0.58-0.99). Conclusions Smoothing and segmentation have only a small effect on the precision of heterogeneity measurements in F-18-FDG PET data. However, quantisation often has larger effects, highlighting a need for further evaluation and standardisation of parameters for multicentre studies.

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