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Fuzzy Analysis of CT-scan Images of Hepatic Parasitosis
Current Issue
Volume 6, 2019
Issue 3 (September)
Pages: 83-87   |   Vol. 6, No. 3, September 2019   |   Follow on         
Paper in PDF Downloads: 17   Since Jul. 5, 2019 Views: 887   Since Jul. 5, 2019
Authors
[1]
Bouharati Imene, Radiology Department, UFAS Ferhat Abbas Sétif1 University, Setif, Algeria; Laboratory of Intelligent Systems, UFAS Ferhat Abbas Sétif1 University, Setif, Algeria.
[2]
Bounechada Mustapha, Department of Biology and Animal Physiology, UFAS Ferhat Abbas Sétif1 University, Setif, Algeria.
[3]
Babouche Farid, Radiology Department, UFAS Ferhat Abbas Sétif1 University, Setif, Algeria.
[4]
Bouharati Khaoula, Laboratory of Health and Environment, UFAS Ferhat Abbas Sétif1 University, Setif, Algeria.
[5]
Bouharati Saddek, Laboratory of Intelligent Systems, UFAS Ferhat Abbas Sétif1 University, Setif, Algeria.
Abstract
Background: Hepatobiliary parasites are often the cause of a granulomatous reaction, they are responsible of radiological confusion mimicking tumor lesions. In imaging radiology, this is characterized by the absence of lesional contrast, the presence of calcification and the presence of hepatic granulomas. The example of toxocariasis that is caused by the toxocaracani or Taticati parasite manifested in ultrasound and CT-scan (computerized tomography), by multiple small intrahepatic lesions, oval or elongated and poorly defined. This result is hypo or isoechogenic. Objectif: If the confirmation of the diagnosis passes by a liver biopsy on specific eosinophilic granulomas we propose in this study the identification of the granulomas of origin toxocarose and to differentiate them from the tumoral forms. Methods: Given the complexity of the system, the factors taken into account are the volume distribution of the density, the size, and the shape of the contour, the location and the living conditions of the patient. These variables are considered input variables to a fuzzy system. The output variable expresses the nature of the granuloma. As the fuzzy logic that is a subfield of artificial intelligence deals with the uncertain and imprecise, its application in this area proves adequate. A database is established from the real cases in the form (If... Then). Conclusion: Once the fuzzy algorithm is done, it allows identifying the nature of the tumoral granulomas or toxocariasis before biological techniques confirmation.
Keywords
Hepatobiliary, Parasites, Toxocariasis, CT-Scan, Granulomas, Tumor, Fuzzy Logic
Reference
[1]
Lim JH. Toxocariasis of the liver: visceral larva migrans. Abdom Imaging 2008; 33: 151–6.
[2]
Kwon NH, Oh MJ, Lee SP, Lee BJ, Choi DC. The prevalence and diagnostic value of toxocariasis in unknown eosinophilia. Ann Hematol 2006; 85: 233–8.
[3]
Yoshikawa M, Ouji Y, Nishiofuku M, Moriya K, Kasahara K, Mi- kasa K, Mizumo Y, Nakamura T, Ogawa S. Visceral toxocariasis from regular consumption of raw cow liver. Inter Med 2008; 47: 1289-1290.
[4]
Rayes AA, Teixeira D, Serufo JC, Nobre V, Antunes CM, Lam- bertucci JR. Human toxocariasis and pyogenic abscess: a posibleasso- ciation. Am J Gastroenterol 2001; 96: 563-566.
[5]
Kwon NH, Oh MJ, Le SP. The prevalence and diagnostic value of toxocariasis in unknown eosinophilia. Ann Hematol 2006; 85: 233-238.
[6]
Jang HJ, Lee WJ, Lee SJ, Kim SH, Lim HK, Lim JH. Focal eosi- nophilic necrosis of the liver in patiens with underlying gastrin or colo- rectal cancer: CT differentiation from metastasis. Korean J Radiol 2002; 3: 240-244.
[7]
Altcheh J, Nallar M, Conca M. Toxocariasis: clinical and laborato- ry features in 54 patients. AnPediatr (Barc) 2003; 58: 425-431.
[8]
Kaplan KJ, Goodman ZD, Ishak KG. Eosinophilic granuloma of the liver: a characteristic lesion with relationship to visceral larva mig- rant. Am J SurgPathol 2001; 25: 1316-1321.
[9]
Yoo SY, Han JK, Kim YH, Kim TK, Choi BI, Han MC. Focal eosinophilic infiltration in the liver: radiologic findings and clinical co- urse. Abdom Imaging 2003; 28: 326-332.
[10]
Z. Pawlowski Toxocariasis in humans: clinical expression and treatment dilemma Journal of Helminthology (2001) 75, 299-305. DOI: 10.1079/JOH200199.
[11]
Ahn SJ, Choi JY, Kim KA, et al. Focal eosinophilic infiltration of the liver: gadoxeticacid­enhanced magnetic resonance imaging and diffusion­weighted imaging. J Comput Assist Tomogr 2011 Jan­ Feb; 35 (1): 81­5.
[12]
Chang S, Lim JH, Choi D, Park CK, Kwon NH, Cho SY, et al. Hepatic visceral larva migrans of Toxocaracanis: CT and sonographic findings. AJR 2006; 187: W622–9.
[13]
Fowler KJ, Brown JJ, Narra VR. Magnetic resonance imaging of focal liver lesions: approach to imaging diagnosis. Hepatology 2011; 54: 2227–37.
[14]
Baldisserotto M, Conchin CF, Soares MG, Araujo MA, Kramer B. Ultrasound findings in children with toxocariasis: report on 18 cases. PediatrRadiol 1999; 29: 316–9.
[15]
Azuma K, Yashiro N, Kinoshita T, Yoshigi J, Ihara N. Hepatic involvement of visceral larva migrans due to Toxocaracanis: a case report­CT and MR findings. Radiat Med 2002 Mar­Apr; 20 (2): 89­2.
[16]
Hayashi K, Tahara H, Yamashita K, et al. Hepatic imaging studies on patients with visceral larvamigrans due to probable Ascarissuum infection. Abdom Imaging 1999; 24: 465–9.
[17]
Kaplan KJ, Goodman ZD, Ishak KG. Eosinophilic granuloma of the liver: a characteristic lesion with relationship to visceral larva migrants. Am J SurgPathol 2001; 25: 1316–21.
[18]
Zadeh LA. Fuzzy sets Information and Control. Volume 8, Issue 3, June 1965; P: 338-353.
[19]
BouharatiImene, BaboucheFarid, BouharatiSaddek. Radiography and Risk Factors of Lung Cancer: Modeling Using an Intelligent System. Int J RadiolRadiatTher 2017, 3 (5): 00074.
[20]
BouharatiKhaoula, Kara Lamia, ZaidiZoubida, BouaoudSouad, BoukhaoubaHafida, BouharatiSaddek, Hamdi-CherifMokhtar. Age Characteristics of Patients with Diagnosis ofLeukemia in Setif-Algeria: Intelligent Modeling System. International Journal of Public Health Research. 2017; 5 (2): 31-35.
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