期刊
EUROPEAN JOURNAL OF RADIOLOGY
卷 101, 期 -, 页码 82-86出版社
ELSEVIER IRELAND LTD
DOI: 10.1016/j.ejrad.2018.02.004
关键词
Pulmonary nodules; Lung cancer; CT; CT texture analysis; Radiomics
资金
- Innovate UK
- Oxford University
Introduction: Although nodule volumetry is a recognized biomarker of malignancy in pulmonary nodules (PNs), caution is needed in its interpretation because of variables such as respiratory volume variation and inter-scan variability of up to 25%. CT Texture Analysis (CTTA) is a potential independent biomarker of malignancy but inter-scan variability and respiratory volume variation has not been assessed. Methods: In this prospective cohort study, 40 patients (20 with an indeterminate PN and 20 with pulmonary metastases) underwent two LDCTs within a 60-min period (the Coffee-break) with the aim of assessing the repeatability of CTTA and semi-automated volume measurements. Texture features were extracted from each automatic contoured region surrounding the PN. Patients were also randomized to two inspiratory control groups: normal breath hold, and controlled lung volume to study the influence of inspiratory control on these measurements. Results: The mean difference in volume between the two scans was 6.3%, SD: 29.9%. The textural features displayed 95% CI below +/- 17.8%, and were less variable than nodule volume (95% CI +/- 28.9%). All features had high repeatability, calculated by the concordance correlation coefficient, (0.84 <= CCC <= 0.99). All measurements were more repeatable for the controlled lung volume group than the normal breath-hold group. Conclusion: CTTA repeatability was comparable to automatic volumetric measurements, and appears to be improved using controlled volume breath holding.
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