Ultrasonographic Evaluation of Diffuse Thyroid Disease: a Study Comparing Grayscale US and Texture Analysis of Real-Time Elastography (RTE) and Grayscale US
0
조회
0
다운로드
0
인용
0
참고문헌
키워드
초록
Background and Objectives: To evaluate and compare the diagnostic performances of grayscale ultrasound (US) and quantitative parameters obtained from texture analysis of grayscale US and elastography images in evaluating patients with diffuse thyroid disease (DTD). Materials and Methods: From September to December 2012, 113 patients (mean age, 43.4±10.7 years) who had undergone preoperative staging US and elastography were included in this study. Assessment of the thyroid parenchyma for the diagnosis of DTD was made if US features suggestive of DTD were present. Nine histogram parameters were obtained from the grayscale US and elastography images, from which ‘grayscale index’ and ‘elastography index’ were calculated. Diagnostic performances of grayscale US, texture analysis using grayscale US and elastography were calculated and compared. Results: Of the 113 patients, 85 (75.2%) patients were negative for DTD and 28 (24.8%) were positive for DTD on pathology. The presence of US features suggestive of DTD showed significantly higher rates of DTD on pathology, 60.7% to 8.2% (p<0.001). Specificity, accuracy, and positive predictive value was highest in US features, 91.8%, 84.1%, and 87.6%, respectively (all ps<0.05). Grayscale index showed higher sensitivity and negative predictive value (NPV) than US features. All diagnostic performances were higher for grayscale index than the elastography index. Area under the curve of US features was the highest, 0.762, but without significant differences to grayscale index or mean of elastography (all ps>0.05). Conclusion: Diagnostic performances were the highest for grayscale US features in diagnosis of DTD. Grayscale index may be used as a complementary tool to US features for improving sensitivity and NPV.
Abstract
Background and Objectives: To evaluate and compare the diagnostic performances of grayscale ultrasound (US) and quantitative parameters obtained from texture analysis of grayscale US and elastography images in evaluating patients with diffuse thyroid disease (DTD). Materials and Methods: From September to December 2012, 113 patients (mean age, 43.4±10.7 years) who had undergone preoperative staging US and elastography were included in this study. Assessment of the thyroid parenchyma for the diagnosis of DTD was made if US features suggestive of DTD were present. Nine histogram parameters were obtained from the grayscale US and elastography images, from which ‘grayscale index’ and ‘elastography index’ were calculated. Diagnostic performances of grayscale US, texture analysis using grayscale US and elastography were calculated and compared. Results: Of the 113 patients, 85 (75.2%) patients were negative for DTD and 28 (24.8%) were positive for DTD on pathology. The presence of US features suggestive of DTD showed significantly higher rates of DTD on pathology, 60.7% to 8.2% (p<0.001). Specificity, accuracy, and positive predictive value was highest in US features, 91.8%, 84.1%, and 87.6%, respectively (all ps<0.05). Grayscale index showed higher sensitivity and negative predictive value (NPV) than US features. All diagnostic performances were higher for grayscale index than the elastography index. Area under the curve of US features was the highest, 0.762, but without significant differences to grayscale index or mean of elastography (all ps>0.05). Conclusion: Diagnostic performances were the highest for grayscale US features in diagnosis of DTD. Grayscale index may be used as a complementary tool to US features for improving sensitivity and NPV.
참고문헌 (27)
- Moon WK, "Computer-aided analysis of ultrasound elasticity images for classification of benign and malignant breast masses", AJR Am J Roentgenol, 195(6), pp.1460~1465 (2010)
- 김인중, "Diagnostic Role of Conventional Ultrasonography and Shearwave Elastography in Asymptomatic Patients with Diffuse Thyroid Disease: Initial Experience with 57 Patients", Yonsei Medical Journal, 55(1), pp.247~253 (2014), 연세대학교의과대학
- Marcocci C, "Thyroid ultrasonography helps to identify patients with diffuse lymphocytic thyroiditis who are prone to develop hypothyroidism", J Clin Endocrinol Metab, 72(1), pp.209~213 (1991)
- Pedersen OM, "The value of ultrasonography in predicting autoimmune thyroid disease", Thyroid, 10(3), pp.251~259 (2000)
- Moon HJ, "Diagnostic performance of gray-scale US and elastography in solid thyroid nodules", Radiology, 262(3), pp.1002~1013 (2012)
- Park SH, "Interobserver agreement in assessing the sonographic and elastographic features of malignant thyroid nodules", AJR Am J Roentgenol, 193(5), pp.W416~W423 (2009)
- Rago T, "Elastography:new developments in ultrasound for predicting malignancy in thyroid nodules", J Clin Endocrinol Metab, 92(8), pp.2917~2922 (2007)
- Castellano G, "Texture analysis of medical images", Clin Radiol, 59(12), pp.1061~1069 (2004)
- Friedrich-Rust M, "Real-time elastography for noninvasive assessment of liver fibrosis in chronic viral hepatitis", AJR Am J Roentgenol, 188(3), pp.758~764 (2007)
- Gao S, "Texture analysis and classification of ultrasound liver images", Biomed Mater Eng, 24(1), pp.1209~1216 (2014)
- Gomez W, "Analysis of co-occurrence texture statistics as a function of gray-level quantization for classifying breast ultrasound", IEEE Trans Med Imaging, 31(10), pp.1889~1899 (2012)
- Itoh A, "Breast disease: clinical application of US elastography for diagnosis", Radiology, 239(2), pp.341~350 (2006)
- Xie P, "Real-time ultrasound elastography in the diagnosis and differential diagnosis of subacute thyroiditis", J Clin Ultrasound, 39(8), pp.435~440 (2011)
- Yoon JH, "Real-time elastography in the evaluation of diffuse thyroid disease: a study based on elastography histogram parameters", Ultrasound Med Biol, 40(9), pp.2012~2019 (2014)
- Mazziotti G, "Grey-scale analysis allows a quantitative evaluation of thyroid echogenicity in the patients with Hashimoto's thyroiditis", Clin Endocrinol (Oxf), 59(2), pp.223~229 (2003)
- Acharya UR, "Diagnosis of Hashimoto's thyroiditis in ultrasound using tissue characterization and pixel classification", Proc Inst Mech Eng H, 227(7), pp.788~798 (2013)
- Schiemann U, "Relationship of clinical features and laboratory parameters to thyroid echogenicity measured by standardized grey scale ultrasonography in patients with Hashimoto's thyroiditis", Med Sci Monit, 9(4), pp.MT13~MT17 (2003)
- Loy M, "Correlation of computerized gray-scale sonographic findings with thyroid function and thyroid autoimmune activity in patients with Hashimoto's thyroiditis", J Clin Ultrasound, 32(3), pp.136~140 (2004)
- Kim SY, "Application of texture analysis in the differential diagnosis of benign and malignant thyroid nodules: comparison with gray-scale ultrasound and elastography", AJR Am J Roentgenol, 205(3), pp.W343~W351 (2015)
- Kim EY, "Coexistence of chronic lymphocytic thyroiditis is associated with lower recurrence rates in patients with papillary thyroid carcinoma", Clin Endocrinol (Oxf), 71(4), pp.581~586 (2009)
- Wang J, "Real-time elastography with a novel quantitative technology for assessment of liver fibrosis in chronic hepatitis B", Eur J Radiol, 81(1), pp.e31~e36 (2012)
- Willms A, "Correlation between sonography and antibody activity in patients with Hashimoto thyroiditis", J Ultrasound Med, 32(11), pp.1979~1986 (2013)
- Emblem KE, "Glioma grading by using histogram analysis of blood volume heterogeneity from MR-derived cerebral blood volume maps", Radiology, 247(3), pp.808~817 (2008)
- Ganeshan B, "Texture analysis of non-small cell lung cancer on unenhanced computed tomography: initial evidence for a relationship with tumour glucose metabolism and stage", Cancer Imaging, 10, pp.137~143 (2010)
- Ganeshan B, "Tumour heterogeneity in oesophageal cancer assessed by CT texture analysis: preliminary evidence of an association with tumour metabolism, stage, and survival", Clin Radiol, 67(2), pp.157~164 (2012)
- Sivaramakrishna R, "Texture analysis of lesions in breast ultrasound images", Comput Med Imaging Graph, 26(5), pp.303~307 (2002)
- Sandrin L, "Transient elastography: a new noninvasive method for assessment of hepatic fibrosis", Ultrasound Med Biol, 29(12), pp.1705~1713 (2003)
