메뉴 건너뛰기




Volumn 9, Issue 1, 2014, Pages 179-191

Environmental modelling of visceral leishmaniasis by susceptibility-mapping using neural networks: A case study in north-western Iran

Author keywords

Environment; Geographical information systems; Iran; Neural networks; Visceral leishmaniasis

Indexed keywords

ARTIFICIAL NEURAL NETWORK; ENVIRONMENT; EPIDEMIC; GEOGRAPHIC INFORMATION SYSTEM; GEOGRAPHIC MAPPING; HUMAN; IRAN; LEISHMANIASIS, VISCERAL; RISK FACTOR; STATISTICAL MODEL; STATISTICS AND NUMERICAL DATA;

EID: 84911888514     PISSN: 18271987     EISSN: 19707096     Source Type: Journal    
DOI: 10.4081/gh.2014.15     Document Type: Article
Times cited : (18)

References (49)
  • 2
    • 84872386730 scopus 로고    scopus 로고
    • Artificial neural network for acid sulfate soil mapping: Application to the Sirppujoki river catchment area, south-western Finland
    • Beucher A, Österholm P, Martinkauppi A, Edén P, Fröjdö S, 2013. Artificial neural network for acid sulfate soil mapping: application to the Sirppujoki river catchment area, south-western Finland. J Geochem Explor 125, 46-55.
    • (2013) J Geochem Explor , vol.125 , pp. 46-55
    • Beucher, A.1    Österholm, P.2    Martinkauppi, A.3    Edén, P.4    Fröjdö, S.5
  • 3
    • 80052065721 scopus 로고    scopus 로고
    • Incidence of visceral leishmaniasis in the Vaishali district of Bihar, India: Spatial patterns and role of inland water bodies
    • Bhunia GS, Kesari S, Chatterjee N, Kumar Pal D, Kumar V, Ranjan A, Das. P, 2011. Incidence of visceral leishmaniasis in the Vaishali district of Bihar, India: spatial patterns and role of inland water bodies, Geospat Health 5, 205-215.
    • (2011) Geospat Health , vol.5 , pp. 205-215
    • Bhunia, G.S.1    Kesari, S.2    Chatterjee, N.3    Kumar Pal, D.4    Kumar, V.5    Ranjan, A.6    Das, P.7
  • 4
    • 77953032999 scopus 로고    scopus 로고
    • Influence of topography on the endemicity of Kala-azar: A study based on remote sensing and geographical information system
    • Bhunia GS, Kesari S, Jeyaram A, Kumar V, Das P, 2010. Influence of topography on the endemicity of Kala-azar: a study based on remote sensing and geographical information system. Geospat Health 4, 155-165.
    • (2010) Geospat Health , vol.4 , pp. 155-165
    • Bhunia, G.S.1    Kesari, S.2    Jeyaram, A.3    Kumar, V.4    Das, P.5
  • 5
    • 70350086738 scopus 로고    scopus 로고
    • Utilization of optical remote sensing data and GIS tools for regional landslide hazard analysis using an artificial neural network model
    • Biswajeet P, Saro L, 2007. Utilization of optical remote sensing data and GIS tools for regional landslide hazard analysis using an artificial neural network model. Earth Science Frontiers 14, 143-151.
    • (2007) Earth Science Frontiers , vol.14 , pp. 143-151
    • Biswajeet, P.1    Saro, L.2
  • 6
    • 0000621802 scopus 로고
    • Multi-variable functional interpolation and adaptive networks
    • Broomhead DS, Lowe D, 1988. Multi-variable functional interpolation and adaptive networks. Complex Systems 2, 321- 355.
    • (1988) Complex Systems , vol.2 , pp. 321-355
    • Broomhead, D.S.1    Lowe, D.2
  • 7
    • 23944483793 scopus 로고    scopus 로고
    • Use of noise to augment training data: A neural network method of mineralpotential mapping regions of limited known deposit examples
    • Brown WM, Gedeon TD, Groves DI, 2003. Use of noise to augment training data: a neural network method of mineralpotential mapping regions of limited known deposit examples. Nat Resour Res 12, 141-152.
    • (2003) Nat Resour Res , vol.12 , pp. 141-152
    • Brown, W.M.1    Gedeon, T.D.2    Groves, D.I.3
  • 8
    • 68849100483 scopus 로고    scopus 로고
    • Present habitat suitability for Anopheles atroparvus (Diptera, Culicidae) and its coincidence with former malaria areas in mainland Portugal
    • Capinha C, Gomes E, Reis E, Rocha J, Sousa CA, Rosário VE, Almeida AP, 2009. Present habitat suitability for Anopheles atroparvus (Diptera, Culicidae) and its coincidence with former malaria areas in mainland Portugal. Geospat Health 3, 177-187.
    • (2009) Geospat Health , vol.3 , pp. 177-187
    • Capinha, C.1    Gomes, E.2    Reis, E.3    Rocha, J.4    Sousa, C.A.5    Rosário, V.E.6    Almeida, A.P.7
  • 9
    • 40849085098 scopus 로고    scopus 로고
    • Modelling geographic variation in the cost-effectiveness of control policies for infectious vector diseases: The example of chagas disease
    • Castillo-Riquelme M, Chalabi Z, Lord J, Guhl F, Campbell-Lendrum D, Davies C, Fox-Rushby J, 2008. Modelling geographic variation in the cost-effectiveness of control policies for infectious vector diseases: the example of chagas disease. J Health Econ 27, 405-426.
    • (2008) J Health Econ , vol.27 , pp. 405-426
    • Castillo-Riquelme, M.1    Chalabi, Z.2    Lord, J.3    Guhl, F.4    Campbell-Lendrum, D.5    Davies, C.6    Fox-Rushby, J.7
  • 10
    • 77954151133 scopus 로고    scopus 로고
    • Validation of an artificial neural network model for landslide susceptibility mapping
    • Choi J, Oh HJ, Won JS, Lee S, 2010. Validation of an artificial neural network model for landslide susceptibility mapping. Environ Earth Sci 60, 473-483.
    • (2010) Environ Earth Sci , vol.60 , pp. 473-483
    • Choi, J.1    Oh, H.J.2    Won, J.S.3    Lee, S.4
  • 11
    • 34247128822 scopus 로고    scopus 로고
    • Spatial analysis of American visceral leishmaniasis in Mato Grosso do Sul State, Central Brazil
    • Correa Antonialli SA, Torres TG, Conceic A, Filho P, Tolezano JE, 2007. Spatial analysis of American visceral leishmaniasis in Mato Grosso do Sul State, Central Brazil. J Infect 54, 509-514.
    • (2007) J Infect , vol.54 , pp. 509-514
    • Correa Antonialli, S.A.1    Torres, T.G.2    Conceic, A.3    Filho, P.4    Tolezano, J.E.5
  • 12
    • 0035348374 scopus 로고    scopus 로고
    • The increase of risk factors for leishmaniasis worldwide
    • Desjeux P, 2001. The increase of risk factors for leishmaniasis worldwide. Trans R Soc Trop Med Hyg 95, 239-243.
    • (2001) Trans R Soc Trop Med Hyg , vol.95 , pp. 239-243
    • Desjeux, P.1
  • 13
    • 0023788919 scopus 로고
    • An endemic focus of visceral leishmaniasis in Meshkin-Shahr, East Azerbaijan province, north-west part of Iran and IFA serological survey of the disease in this area
    • Edrissian GH, Hafizi A, Afshar A, Soleiman-Zadeh G, Movahed-Danesh AM, Garoussi A, 1988. An endemic focus of visceral leishmaniasis in Meshkin-Shahr, East Azerbaijan province, north-west part of Iran and IFA serological survey of the disease in this area. Bull Soc Pathol Exot Filiales 81, 238- 248.
    • (1988) Bull Soc Pathol Exot Filiales , vol.81 , pp. 238-248
    • Edrissian, G.H.1    Hafizi, A.2    Afshar, A.3    Soleiman-Zadeh, G.4    Movahed-Danesh, A.M.5    Garoussi, A.6
  • 15
    • 84863732518 scopus 로고    scopus 로고
    • Seroepidemiology study of visceral leishmaniasis among human in Azarshahr areas, East Azerbaijan, Islamic Republic of Iran
    • Fallah E, Farshchian M, 2009. Seroepidemiology study of visceral leishmaniasis among human in Azarshahr areas, East Azerbaijan, Islamic Republic of Iran. Internet Journal of Parasitic Diseases 4, 2.
    • (2009) Internet Journal of Parasitic Diseases , vol.4 , pp. 2
    • Fallah, E.1    Farshchian, M.2
  • 16
    • 77649181722 scopus 로고    scopus 로고
    • Lutzomyia longipalpis spatial distribution and association with environmental variables in an urban focus of visceral leishmaniasis, Misiones, Argentina
    • Fernández MS, Salomon OS, Cavia R, Perez AA, Acardi SA, Guccione JD, 2010. Lutzomyia longipalpis spatial distribution and association with environmental variables in an urban focus of visceral leishmaniasis, Misiones, Argentina. Acta Trop 114, 81-87.
    • (2010) Acta Trop , vol.114 , pp. 81-87
    • Fernández, M.S.1    Salomon, O.S.2    Cavia, R.3    Perez, A.A.4    Acardi, S.A.5    Guccione, J.D.6
  • 18
    • 84881559518 scopus 로고
    • Neural networks at work
    • Hammertrom D, 1993. Neural networks at work. IEEE Spectrum 30, 26-32.
    • (1993) IEEE Spectrum , vol.30 , pp. 26-32
    • Hammertrom, D.1
  • 20
    • 77953762050 scopus 로고    scopus 로고
    • Study on seroprevalence of canine visceral leishmaniasis (CVL) in ownership dogs of Sarab, East Azerbaijan, province, northwest of Iran with indirect immuno fluorescence antibody test (IFAT) and its health importance in 2008-2009
    • Khanmohammadi M, Fallah E, Rahbari S, Sohrabi I, Farshchian M, Hamzavi F, Mohammadpour A, 2010. Study on seroprevalence of canine visceral leishmaniasis (CVL) in ownership dogs of Sarab, East Azerbaijan, province, northwest of Iran with indirect immuno fluorescence antibody test (IFAT) and its health importance in 2008-2009. J Animal Vet Adv 9, 139- 143.
    • (2010) J Animal Vet Adv , vol.9 , pp. 139-143
    • Khanmohammadi, M.1    Fallah, E.2    Rahbari, S.3    Sohrabi, I.4    Farshchian, M.5    Hamzavi, F.6    Mohammadpour, A.7
  • 22
    • 0036825878 scopus 로고    scopus 로고
    • Radial basis functional link nets and fuzzy reasoning
    • Looney C, 2002. Radial basis functional link nets and fuzzy reasoning. Neurocomputing 48, 489-509.
    • (2002) Neurocomputing , vol.48 , pp. 489-509
    • Looney, C.1
  • 27
    • 78649754211 scopus 로고    scopus 로고
    • Serological survey on visceral leishmaniasis (Kala-azar) in Azar-Shar, Azarbaijan province, northwest of Iran
    • Mirsamadi N, Mohebali M, Attari MR, Edrissian GH, 2003. Serological survey on visceral leishmaniasis (Kala-azar) in Azar-Shar, Azarbaijan province, northwest of Iran. Hakim Res J 6, 17-22.
    • (2003) Hakim Res J , vol.6 , pp. 17-22
    • Mirsamadi, N.1    Mohebali, M.2    Attari, M.R.3    Edrissian, G.H.4
  • 28
    • 84870512860 scopus 로고    scopus 로고
    • Epidemiological status of visceral leishmaniasis in Iran: Experiences and review of literature
    • Mohebali M, 2012. Epidemiological status of visceral leishmaniasis in Iran: experiences and review of literature. J Clinic Exp Path S3, 3.
    • (2012) J Clinic Exp Path , vol.3 S , pp. 3
    • Mohebali, M.1
  • 30
    • 17544375031 scopus 로고    scopus 로고
    • Identification of Leishmania species from different parts of Iran using a random amplified polymorphic DNA in human, animal reservoirs and vectors
    • Mohebali M, Motazedian MH, Parsa F, Hajjaran H, 2002. Identification of Leishmania species from different parts of Iran using a random amplified polymorphic DNA in human, animal reservoirs and vectors. Med J Islamic Republic Iran 15, 243-246.
    • (2002) Med J Islamic Republic Iran , vol.15 , pp. 243-246
    • Mohebali, M.1    Motazedian, M.H.2    Parsa, F.3    Hajjaran, H.4
  • 31
    • 0000672424 scopus 로고
    • Fast learning in networks of locallytuned processing units
    • Moody J, Darken C, 1989. Fast learning in networks of locallytuned processing units. Neural Comput 1, 281-294.
    • (1989) Neural Comput , vol.1 , pp. 281-294
    • Moody, J.1    Darken, C.2
  • 32
    • 70249111951 scopus 로고    scopus 로고
    • Seroepidemiological study on canine visceral leishmaniasis in Meshkin-Shahr district, Ardebil province, northwest of Iran during 2006-2007
    • Moshfe AA, Mohebali M, Edrissian GH, Zarei Z, Akhoundi B, Kazemi B, Jamshidi SH, Mahmoodi M, 2008. Seroepidemiological study on canine visceral leishmaniasis in Meshkin-Shahr district, Ardebil province, northwest of Iran during 2006-2007. Iran J Parasitol 3, 1-10.
    • (2008) Iran J Parasitol , vol.3 , pp. 1-10
    • Moshfe, A.A.1    Mohebali, M.2    Edrissian, G.H.3    Zarei, Z.4    Akhoundi, B.5    Kazemi, B.6    Jamshidi, S.H.7    Mahmoodi, M.8
  • 34
    • 42149174865 scopus 로고    scopus 로고
    • Radial basis functional link nets used as a prospectivity mapping tool for orogenic gold deposits within the central lapland greenstone belt, Northern Fennoscandian Shield
    • Nykanen V, 2008. Radial basis functional link nets used as a prospectivity mapping tool for orogenic gold deposits within the central lapland greenstone belt, Northern Fennoscandian Shield. Nat Res 17, 29-48.
    • (2008) Nat Res , vol.17 , pp. 29-48
    • Nykanen, V.1
  • 35
    • 0141518516 scopus 로고    scopus 로고
    • Receiver operating characteristic curves and their use in radiology
    • Obuchowski NA, 2003. Receiver operating characteristic curves and their use in radiology. Radiology 229, 3-8.
    • (2003) Radiology , vol.229 , pp. 3-8
    • Obuchowski, N.A.1
  • 36
    • 28844450272 scopus 로고    scopus 로고
    • Host preference of Phlebotomus argentipes and Phlebotomus papatasi in different biotopes of West Bengal, India
    • Palit A, Bhattacharya SK, Kundu SN, 2005. Host preference of Phlebotomus argentipes and Phlebotomus papatasi in different biotopes of West Bengal, India. Int J Environ Health Res 15, 449-454.
    • (2005) Int J Environ Health Res , vol.15 , pp. 449-454
    • Palit, A.1    Bhattacharya, S.K.2    Kundu, S.N.3
  • 37
    • 0142029119 scopus 로고    scopus 로고
    • Lutzomyia vectors of cutaneous leishmaniasis in southern Brazil: Ecological niche models, predicted geographic distributions and climate change effects
    • Peterson AT, Shaw J, 2003. Lutzomyia vectors of cutaneous leishmaniasis in southern Brazil: ecological niche models, predicted geographic distributions and climate change effects. Int J Parasitol 33, 919-931.
    • (2003) Int J Parasitol , vol.33 , pp. 919-931
    • Peterson, A.T.1    Shaw, J.2
  • 38
    • 84868204739 scopus 로고    scopus 로고
    • Model of cholera dissemination using geographic information systems and fuzzy clustering means: Case study, Chabahar, Iran
    • Pezeshki ZM, Tafazzoli-Shadpour A, Mansourian B. Eshrati E, Omidi, Nejadqoli I, 2012. Model of cholera dissemination using geographic information systems and fuzzy clustering means: case study, Chabahar, Iran. Public Health 126, 881-887.
    • (2012) Public Health , vol.126 , pp. 881-887
    • Pezeshki, Z.M.1    Tafazzoli-Shadpour, A.2    Mansourian, B.3    Eshrati, E.4    Omidi Nejadqoli, I.5
  • 39
    • 84870298875 scopus 로고    scopus 로고
    • A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS
    • Pradhan B, 2013. A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS. Comput Geosci 51, 350-365.
    • (2013) Comput Geosci , vol.51 , pp. 350-365
    • Pradhan, B.1
  • 40
    • 84879126801 scopus 로고    scopus 로고
    • Susceptibility mapping of visceral leishmaniasis based on fuzzy modelling and group decision-making methods
    • Rajabi M, Mansourian A, Bazmani A, 2012. Susceptibility mapping of visceral leishmaniasis based on fuzzy modelling and group decision-making methods. Geospat Health 7, 37-50.
    • (2012) Geospat Health , vol.7 , pp. 37-50
    • Rajabi, M.1    Mansourian, A.2    Bazmani, A.3
  • 41
    • 34548051967 scopus 로고    scopus 로고
    • New insights into the application of geographical information systems and remote sensing in veterinary parasitology
    • Rinaldi L, Musella V, Biggeri A, Cringoli C, 2006. New insights into the application of geographical information systems and remote sensing in veterinary parasitology. Geospat Health 1, 33-47.
    • (2006) Geospat Health , vol.1 , pp. 33-47
    • Rinaldi, L.1    Musella, V.2    Biggeri, A.3    Cringoli, C.4
  • 42
    • 78649760567 scopus 로고    scopus 로고
    • Ecological study and risk mapping of visceral leishmaniasis in an endemic area of Iran based on a geographical information systems approach
    • Salahi-Moghaddam A, Mohebali M, Moshfae A, Habibi M, Zarei Z, 2010. Ecological study and risk mapping of visceral leishmaniasis in an endemic area of Iran based on a geographical information systems approach. Geospat Health 5, 71-77.
    • (2010) Geospat Health , vol.5 , pp. 71-77
    • Salahi-Moghaddam, A.1    Mohebali, M.2    Moshfae, A.3    Habibi, M.4    Zarei, Z.5
  • 43
    • 78650477667 scopus 로고    scopus 로고
    • Impact of socioeconomic conditions on the incidence of visceral leishmaniasis in Bihar, India
    • Sheets D, Mubayi A, Kojouharov, 2010. Impact of socioeconomic conditions on the incidence of visceral leishmaniasis in Bihar, India. Int J Environ Health Res 20, 415-430.
    • (2010) Int J Environ Health Res , vol.20 , pp. 415-430
    • Sheets, D.1    Mubayi, A.2    Kojouharov3
  • 44
  • 45
    • 33749486233 scopus 로고    scopus 로고
    • Mapping of risk prone areas of kala-azar (visceral leishmaniasis) in parts of Bihar State, India: An RS and GIS approach
    • Sudhakar S, Srinivas T, Palit A, Kar SK, Battacharya, SK, 2006. Mapping of risk prone areas of kala-azar (visceral leishmaniasis) in parts of Bihar State, India: an RS and GIS approach. J Vector Borne Dis 43, 115-122.
    • (2006) J Vector Borne Dis , vol.43 , pp. 115-122
    • Sudhakar, S.1    Srinivas, T.2    Palit, A.3    Kar, S.K.4    Battacharya, S.K.5
  • 47
    • 84878475735 scopus 로고    scopus 로고
    • Identification of environmental parameters and risk mapping of visceral leishmaniasis in Ethiopia by using geographical information systems and a statistical approach
    • Tsegaw T, Gadisa E, Seid A, Abera A, Teshome A, Mulugeta A, Herrero M, Argaw D, Jorge A, Aseffa A, 2013. Identification of environmental parameters and risk mapping of visceral leishmaniasis in Ethiopia by using geographical information systems and a statistical approach. Geospat Health 7, 299- 308.
    • (2013) Geospat Health , vol.7 , pp. 299-308
    • Tsegaw, T.1    Gadisa, E.2    Seid, A.3    Abera, A.4    Teshome, A.5    Mulugeta, A.6    Herrero, M.7    Argaw, D.8    Jorge, A.9    Aseffa, A.10
  • 48
    • 84893017061 scopus 로고    scopus 로고
    • A proposal for a site location planning model of environmentally friendly urban energy supply plants using an environment and energy geographical information system (E-GIS) database (DB) and an artificial neural network (ANN)
    • Yeo IA, Yee JJ, 2014. A proposal for a site location planning model of environmentally friendly urban energy supply plants using an environment and energy geographical information system (E-GIS) database (DB) and an artificial neural network (ANN). Appl Energ 119, 99-117.
    • (2014) Appl Energ , vol.119 , pp. 99-117
    • Yeo, I.A.1    Yee, J.J.2
  • 49
    • 64949164773 scopus 로고    scopus 로고
    • Landslide susceptibility mapping using frequency ratio, logistic regression, artificial neural networks and their comparison: A case study from Kat landslides (Tokat-Turkey)
    • Yilmaz I, 2009. Landslide susceptibility mapping using frequency ratio, logistic regression, artificial neural networks and their comparison: a case study from Kat landslides (Tokat-Turkey). Comput Geosci 35, 1125-1138.
    • (2009) Comput Geosci , vol.35 , pp. 1125-1138
    • Yilmaz, I.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.