Designing a Human T-Lymphotropic Virus Type 1 (HTLV-I) Diagnostic Model Using the Complete Blood Count

Document Type: Original Article

Authors

1 Department of Medical Informatics, School of Medicine and Faculty Member of Health Information Technology and Medical Records Department

2 Department of Medical informatics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran and Deputy for Health, Shahid Beheshti University of Medical Sciences, Tehran, Iran

3 Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran

4 Mashhad University of Medical Sciences, Mashhad, Iran and Department of Health Information Management, Faculty of Health Management and Information Sciences, Tehran University of Medical Sciences, Tehran, Iran

5 Department of Medical informatics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran

Keywords


Tabei S. Human T Lypmphotrophic Virus (HTLV-I) Related Dis

eases. Iran Red Crescent Med J 2011; 13:374-376

2. Azarpazjhoo M, Hasanpoor K, Ghanbari M, Rahim Rezaee S.A, Mashkani B, Hedayati-Moghaddam M.R,

 

 

et al

. HTLV-I prevalence in Northeastern Iran, Sabzevar; An epidemiologic based study and phylogenetic analysis. AIDS Res Hum Retroviruses 2012; 28:1095-1101.

3. Boostani R, Ardakani AM, Ashrafi H. Khorasan Disease: Prevalence of HTLV-I Associated Myelopathy/Tropical Spastic Paraparesis (HAM/TSP) In West Azarbaijan from 2004 to 2007. Iran Red Crescent Med J 2011;13:428-430.

 

4. Abbaszadegan MR, Gholamin M, Tabatabaee A, Farid R, Houshmand M, Abbaszadegan M. Prevalence of human T-lymphotropic virus type 1 among blood donors from Mashhad. Iran J Clin Microbiol 2003; 41:2593-2595.

 

5. Maloney EM, Cleghorn FR, Morgan OSC, Rodgers-Johnson P, Cranston B, Jack N,

 

 

et al.

Incidence of HTLV-I-associated myelopathy/ tropical spastic paraparesis (HAM/TSP) in Jamaica and Trinidad. J Acquir Immune Defic Syndr 1998; 17:167.

6. Rafatpanah H, Hedayati-Moghaddam M.R, Fathimoghadam F, Bidkhori H.R, Shamsian S.Kh, Ahmadi S,

 

 

et al.

High prevalence of HTLV-I infection in Mashhad, Northeast Iran: A population-based seroepidemiology survey. J Clin Virol 2011; 52:172-176.

7. Shirdel A, Rafatpanah H, Rahimi H, Rezaei AAR, Azarpazhouh MR, Beyk Yazdi A,

 

 

et al

. A Functional polymorphism of the granulocyte macrophage colony stimulating factor is not associated with the outcome of HTLV-I infection. Iran J Basic Med Sci 2010; 13:40-47.

8. Tarhini M, Kchour G, Zanjani DS, Rafatpanah H, Otrock Z.K, Bazarbachi A,

 

 

et al.

Declining tendency of human T cell leukaemia virus type I carrier rates among blood donors in Mashhad, Iran. Pathology 2009; 41:498.

9. Iwanaga M, Watanabe T, Utsunomiya A, Okayama A, Uchimaru K, Koh K,

 

 

et al

. Human T-cell leukemia virus type I (HTLV-I) proviral load and disease progression in asymptomatic HTLV-I carriers: a nationwide prospective study in Japan. Blood 2010; 116:1211-1219.

10. Yoshida M, Seiki M, Yamaguchi K, Takatsuki K. Monoclonal integration of human T-cell leukemia provirus in all primary tumors of adult T-cell leukemia suggests causative role of human T-cell leukemia virus in the disease. Proc Natl Acad Sci 1984; 81:2534.

 

11. Hirata M, Hayashi J, Noguchi A, Nakashima K, Kajiyama W, Kashiwagi S,

 

 

et al

. The effects of breastfeeding and presence of antibody to p40tax protein of human T cell lymphotropic virus type-I on mother to child transmission. Int J Epidemiol 1992; 21:989-994.

12. Soni J, Ansari U, Sharma D, Soni S. Predictive Data Mining for Medical Diagnosis: An Overview of Heart Disease Prediction. Int J Comput Appl 2011; 17:43-48.

 

13. Bellazzi R, Abu-Hanna A. Data mining technologies for blood glucose and diabetes management. J Diabetes Sci Technol 2009; 3:603.

 

14. Azevedo A, Santos MF. KDD, SEMMA and CRISP-DM: a parallel overview. IADIS European Conference Data Mining; 2008: 182-185.

 

15. Chapman P, Clinton J, Kerber R, Khabaza T, Reinartz T, Shearer C

 

 

, et al.

CRISP-DM 1.0 Step-by-step data mining guide: The CRISP-DM consortium2000.

16. Witten IH, Frank E, Hall MA. Data Mining: Practical machine learning tools and techniques. Morgan Kaufmann; 2011.

 

17. Kononenko I. Estimating attributes: Analysis and extensions of RELIEF Machine Learning: ECML-94. In: Bergadano F, De Raedt L, editors. Springer Berlin / Heidelberg; 1994. p. 171-182.

 

18. Berka P, Rauch J, Zighed DA. Data mining and medical knowledge management: cases and applications. Information Science Reference-Imprint of: IGI Publishing; 2009.