Evaluation of texture analysis for the differential diagnosis of focal nodular hyperplasia from hepatocellular adenoma on contrast-enhanced CT images.

作者: Roberto Cannella , Amir A. Borhani , Marta I. Minervini , Allan Tsung , Alessandro Furlan

DOI: 10.1007/S00261-018-1788-5

关键词:

摘要: To explore the value of CT texture analysis (CTTA) for differentiation focal nodular hyperplasia (FNH) from hepatocellular adenoma (HCA) on contrast-enhanced (CECT). This is a retrospective, IRB-approved study conducted in single institution. A search medical records between 2008 and 2017 revealed 48 patients with 70 HCA 50 62 FNH. All lesions were histologically proven available pre-operative CECT imaging. Hepatic arterial phase (HAP) portal venous (PVP) used CTTA. Textural features extracted using commercially research software (TexRAD). The differences textural parameters FNH assessed Mann–Whitney U test AUROC calculated. CTTA showing significant difference rank sum binary logistic regression analysis. p value < 0.05 was considered statistically significant. On HAP images, mean, mpp, skewness significantly higher than unfiltered images (p ≤ 0.007); SD, entropy, mpp filtered (p ≤ 0.006). PVP, different (p ≤ 0.001) while entropy kurtosis (p ≤ 0.018). multivariate indicated that medium-level coarse-level independent predictors diagnosis model based all these showed largest (0.824). Multiple explored are CECT.

参考文章(34)
Jia Fan, Shuang-Jian Qiu, Jian Zhou, Ying-Hao Shen, Hui-Chuan Sun, Lun-Xiu Qin, Zeng-Chen Ma, Zhao-You Tang, Zhi-Quan Wu, Qin-Hai Ye, Xiao-Wu Huang, Xin-Da Zhou, Focal nodular hyperplasia of the liver in 86 patients. Hepatobiliary & Pancreatic Diseases International. ,vol. 6, pp. 52- 57 ,(2007)
Andrea J. Ruppert-Kohlmayr, Martin M. Uggowitzer, Christian Kugler, Doris Zebedin, Gottfried Schaffler, Georg S. Ruppert, Focal nodular hyperplasia and hepatocellular adenoma of the liver: differentiation with multiphasic helical CT. American Journal of Roentgenology. ,vol. 176, pp. 1493- 1498 ,(2001) , 10.2214/AJR.176.6.1761493
J. T. Winterer, E. Kotter, N. Ghanem, M. Langer, Detection and characterization of benign focal liver lesions with multislice CT European Radiology. ,vol. 16, pp. 2427- 2443 ,(2006) , 10.1007/S00330-006-0247-9
Giuseppe Brancatelli, Michael P. Federle, Luigi Grazioli, Arye Blachar, Mark S. Peterson, Leland Thaete, Focal nodular hyperplasia: CT findings with emphasis on multiphasic helical CT in 78 patients. Radiology. ,vol. 219, pp. 61- 68 ,(2001) , 10.1148/RADIOLOGY.219.1.R01AP0361
Joseph Misdraji, Kartik S. Jhaveri, Mukesh Harisinghani, Peter F. Hahn, Sheela Agarwal, Jorge M. Fuentes-Orrego, Thomas Arnason, Inflammatory hepatocellular adenomas can mimic focal nodular hyperplasia on gadoxetic acid-enhanced MRI. American Journal of Roentgenology. ,vol. 203, ,(2014) , 10.2214/AJR.13.12251
Aristotelis Perrakis, Resit Demir, Volker Müller, Jürgen Mulsow, Ünal Aydin, Sedat Alibek, Werner Hohenberger, Süleyman Yedibela, Management of the focal nodular hyperplasia of the liver: evaluation of the surgical treatment comparing with observation only American Journal of Surgery. ,vol. 204, pp. 689- 696 ,(2012) , 10.1016/J.AMJSURG.2012.02.006
C S Choi, P C Freeny, Triphasic helical CT of hepatic focal nodular hyperplasia: incidence of atypical findings. American Journal of Roentgenology. ,vol. 170, pp. 391- 395 ,(1998) , 10.2214/AJR.170.2.9456952
Balaji Ganeshan, Kenneth A. Miles, Quantifying tumour heterogeneity with CT. Cancer Imaging. ,vol. 13, pp. 140- 149 ,(2013) , 10.1102/1470-7330.2013.0015
Kenneth A. Miles, Balaji Ganeshan, Matthew R. Griffiths, Rupert C. D. Young, Christopher R. Chatwin, Colorectal cancer: texture analysis of portal phase hepatic CT images as a potential marker of survival. Radiology. ,vol. 250, pp. 444- 452 ,(2009) , 10.1148/RADIOL.2502071879