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Volumn 8, Issue , 2012, Pages

Identifying associations between pig pathologies using a multi-dimensional machine learning methodology

Author keywords

[No Author keywords available]

Indexed keywords

ASCARIS SUUM; BACTERIA (MICROORGANISMS); HAEMOPHILUS PARASUIS; STREPTOCOCCUS SUIS; SUIDAE;

EID: 84865566736     PISSN: None     EISSN: 17466148     Source Type: Journal    
DOI: 10.1186/1746-6148-8-151     Document Type: Article
Times cited : (29)

References (43)
  • 1
    • 38249008040 scopus 로고
    • Epidemiological studies on lesions in finishing pigs in the Netherlands. I. Prevalence, seasonality and interrelationship
    • Elbers ARW, Tielen MJM, Snijders JMA, Cromwijk WAJ, Hunneman WA. Epidemiological studies on lesions in finishing pigs in the Netherlands. I. Prevalence, seasonality and interrelationship. Prev Vet Med 1992, 14:217-231.
    • (1992) Prev Vet Med , vol.14 , pp. 217-231
    • Elbers, A.R.W.1    Tielen, M.J.M.2    Snijders, J.M.A.3    Cromwijk, W.A.J.4    Hunneman, W.A.5
  • 2
    • 38149147977 scopus 로고
    • Factor analysis of swine farm management practices on Prince Edward Island
    • Hurnik D, Dohoo IR, Donald A, Robinson NP. Factor analysis of swine farm management practices on Prince Edward Island. Prev Vet Med 1994, 20:135-146.
    • (1994) Prev Vet Med , vol.20 , pp. 135-146
    • Hurnik, D.1    Dohoo, I.R.2    Donald, A.3    Robinson, N.P.4
  • 3
    • 0037201388 scopus 로고    scopus 로고
    • Chronic pleuritis in Danish slaughter pig herds
    • 10.1016/S0167-5877(02)00089-2, 12350316
    • Cleveland-Nielsen A, Nielsen EO, Ersboll AK. Chronic pleuritis in Danish slaughter pig herds. Prev Vet Med 2002, 55:121-135. 10.1016/S0167-5877(02)00089-2, 12350316.
    • (2002) Prev Vet Med , vol.55 , pp. 121-135
    • Cleveland-Nielsen, A.1    Nielsen, E.O.2    Ersboll, A.K.3
  • 4
    • 4243497072 scopus 로고    scopus 로고
    • Infectious and rearing-system related risk factors for chronic pleuritis in slaughter pigs
    • 10.1016/S0167-5877(02)00029-6, 12163250
    • Enoe C, Mousing J, Schirmer AL, Willeberg P. Infectious and rearing-system related risk factors for chronic pleuritis in slaughter pigs. Prev Vet Med 2002, 54:337-349. 10.1016/S0167-5877(02)00029-6, 12163250.
    • (2002) Prev Vet Med , vol.54 , pp. 337-349
    • Enoe, C.1    Mousing, J.2    Schirmer, A.L.3    Willeberg, P.4
  • 6
    • 77957763839 scopus 로고    scopus 로고
    • The Identification of Risk Factors for the Presence of Enzootic Pneumonia-Like Lesions and Pleurisy in Slaughtered Finishing Pigs Utilizing Existing British Pig Industry data
    • Sanchez-Vazquez MJ, Smith R, Gunn GJ, Lewis F, Strachan DW, Edwards SA. The Identification of Risk Factors for the Presence of Enzootic Pneumonia-Like Lesions and Pleurisy in Slaughtered Finishing Pigs Utilizing Existing British Pig Industry data. The Pig Journal 2010, 63:25-33.
    • (2010) The Pig Journal , vol.63 , pp. 25-33
    • Sanchez-Vazquez, M.J.1    Smith, R.2    Gunn, G.J.3    Lewis, F.4    Strachan, D.W.5    Edwards, S.A.6
  • 7
    • 77952543521 scopus 로고    scopus 로고
    • Risk factors associated with pleuritis and cranio-ventral pulmonary consolidation in slaughter-aged pigs
    • 10.1016/j.tvjl.2009.03.029, 19527939
    • Fraile L, Alegre A, Lopez-Jimenez R, Nofrarias M, Segales J. Risk factors associated with pleuritis and cranio-ventral pulmonary consolidation in slaughter-aged pigs. Vet J 2010, 184:326-333. 10.1016/j.tvjl.2009.03.029, 19527939.
    • (2010) Vet J , vol.184 , pp. 326-333
    • Fraile, L.1    Alegre, A.2    Lopez-Jimenez, R.3    Nofrarias, M.4    Segales, J.5
  • 8
    • 77957817324 scopus 로고    scopus 로고
    • Identification of factors influencing the occurrence of milk spot livers in slaughtered pigs: A novel approach to understanding Ascaris suum epidemiology in British farmed pigs
    • 10.1016/j.vetpar.2010.06.029, 20667659
    • Sanchez-Vazquez MJ, Smith RP, Kang S, Lewis F, Nielen M, Gunn GJ, Edwards SA. Identification of factors influencing the occurrence of milk spot livers in slaughtered pigs: A novel approach to understanding Ascaris suum epidemiology in British farmed pigs. Vet Parasitol 2010, 173:271-279. 10.1016/j.vetpar.2010.06.029, 20667659.
    • (2010) Vet Parasitol , vol.173 , pp. 271-279
    • Sanchez-Vazquez, M.J.1    Smith, R.P.2    Kang, S.3    Lewis, F.4    Nielen, M.5    Gunn, G.J.6    Edwards, S.A.7
  • 9
    • 79951946736 scopus 로고    scopus 로고
    • A cross-sectional study of risk factors associated with pulmonary lesions in pigs at slaughter
    • 10.1016/j.tvjl.2009.12.027, 20122861
    • Meyns T, Van Steelant J, Rolly E, Dewulf J, Haesebrouck F, Maes D. A cross-sectional study of risk factors associated with pulmonary lesions in pigs at slaughter. Vet J 2011, 187:388-392. 10.1016/j.tvjl.2009.12.027, 20122861.
    • (2011) Vet J , vol.187 , pp. 388-392
    • Meyns, T.1    Van Steelant, J.2    Rolly, E.3    Dewulf, J.4    Haesebrouck, F.5    Maes, D.6
  • 10
    • 0030600959 scopus 로고    scopus 로고
    • Incidence, location and interrelationships between the sites of abscesses recorded in pigs at a bacon factory in Northern Ireland
    • 10.1136/vr.138.21.511, 8761973
    • Huey RJ. Incidence, location and interrelationships between the sites of abscesses recorded in pigs at a bacon factory in Northern Ireland. Vet Rec 1996, 138:511-514. 10.1136/vr.138.21.511, 8761973.
    • (1996) Vet Rec , vol.138 , pp. 511-514
    • Huey, R.J.1
  • 11
    • 33847024891 scopus 로고    scopus 로고
    • Relationships between tail biting in pigs and disease lesions and condemnations at slaughter
    • 10.1136/vr.160.5.149, 17277296
    • Kritas SK, Morrison RB. Relationships between tail biting in pigs and disease lesions and condemnations at slaughter. Vet Rec 2007, 160:149-152. 10.1136/vr.160.5.149, 17277296.
    • (2007) Vet Rec , vol.160 , pp. 149-152
    • Kritas, S.K.1    Morrison, R.B.2
  • 12
    • 0037457377 scopus 로고    scopus 로고
    • The need for built-in validation of surveillance data so that changes in diagnostic performance of post-mortem meat inspection can be detected
    • 10.1016/S0167-5877(02)00229-5, 12581595
    • Enoe C, Christensen G, Andersen S, Willeberg P. The need for built-in validation of surveillance data so that changes in diagnostic performance of post-mortem meat inspection can be detected. Prev Vet Med 2003, 57:117-125. 10.1016/S0167-5877(02)00229-5, 12581595.
    • (2003) Prev Vet Med , vol.57 , pp. 117-125
    • Enoe, C.1    Christensen, G.2    Andersen, S.3    Willeberg, P.4
  • 13
    • 77949487510 scopus 로고    scopus 로고
    • Evaluation of sensitivity and specificity of routine meat inspection of Danish slaughter pigs using Latent Class Analysis
    • 10.1016/j.prevetmed.2010.01.009, 20132995
    • Bonde M, Toft N, Thomsen PT, Sorensen JT. Evaluation of sensitivity and specificity of routine meat inspection of Danish slaughter pigs using Latent Class Analysis. Prev Vet Med 2010, 94:165-169. 10.1016/j.prevetmed.2010.01.009, 20132995.
    • (2010) Prev Vet Med , vol.94 , pp. 165-169
    • Bonde, M.1    Toft, N.2    Thomsen, P.T.3    Sorensen, J.T.4
  • 14
    • 0001916899 scopus 로고
    • The Danish pig health scheme: Nation-wide computer-based abattoir surveillance and follow-up at the herd level
    • Willeberg P, Gerbola M-A, Petersen BK, Andersen JB. The Danish pig health scheme: Nation-wide computer-based abattoir surveillance and follow-up at the herd level. Prev Vet Med 1984, 3:79-91.
    • (1984) Prev Vet Med , vol.3 , pp. 79-91
    • Willeberg, P.1    Gerbola, M.-A.2    Petersen, B.K.3    Andersen, J.B.4
  • 15
    • 54849432802 scopus 로고    scopus 로고
    • Diseases of Respiratory System
    • Blackwell Publishing, Straw BE, Zimmerman JJ, D'Allaire S, Taylor DJ, 9
    • Sorensen V, Jorsal SE, Mousin J. Diseases of Respiratory System. In Diseases of Swine 2006, 149-177. Blackwell Publishing, Straw BE, Zimmerman JJ, D'Allaire S, Taylor DJ, 9.
    • (2006) In Diseases of Swine , pp. 149-177
    • Sorensen, V.1    Jorsal, S.E.2    Mousin, J.3
  • 16
    • 0024027221 scopus 로고
    • Losses to Internal Parasites in Swine Production
    • Stewart TB, Hale OM. Losses to Internal Parasites in Swine Production. J Anim Sci 1988, 66:1548-1554.
    • (1988) J Anim Sci , vol.66 , pp. 1548-1554
    • Stewart, T.B.1    Hale, O.M.2
  • 17
    • 78149415800 scopus 로고    scopus 로고
    • Tail-biting: A new perspective
    • 10.1016/j.tvjl.2009.08.028, 19804997
    • Taylor NR, Main DCJ, Mendl M, Edwards SA. Tail-biting: A new perspective. Vet J 2010, 186:137-147. 10.1016/j.tvjl.2009.08.028, 19804997.
    • (2010) Vet J , vol.186 , pp. 137-147
    • Taylor, N.R.1    Main, D.C.J.2    Mendl, M.3    Edwards, S.A.4
  • 18
    • 0033608983 scopus 로고    scopus 로고
    • Relationships between dairy cow mastitis and fertility management and farm performance
    • 10.1016/S0167-5877(99)00007-0, 10327441
    • Rougoor CW, Hanekamp WJA, Dijkhuizen AA, Nielen M, Wilmink JBM. Relationships between dairy cow mastitis and fertility management and farm performance. Prev Vet Med 1999, 39:247-264. 10.1016/S0167-5877(99)00007-0, 10327441.
    • (1999) Prev Vet Med , vol.39 , pp. 247-264
    • Rougoor, C.W.1    Hanekamp, W.J.A.2    Dijkhuizen, A.A.3    Nielen, M.4    Wilmink, J.B.M.5
  • 19
    • 31544463832 scopus 로고    scopus 로고
    • Early piglet mortality in loose-housed sows related to sow and piglet behaviour and to the progress of parturition
    • Pedersen LJ, Jorgensen E, Heiskanen T, Damm BI. Early piglet mortality in loose-housed sows related to sow and piglet behaviour and to the progress of parturition. Appl Anim Behav Sci 2006, 96:215-232.
    • (2006) Appl Anim Behav Sci , vol.96 , pp. 215-232
    • Pedersen, L.J.1    Jorgensen, E.2    Heiskanen, T.3    Damm, B.I.4
  • 20
    • 67649208080 scopus 로고    scopus 로고
    • Providing probability distributions for the causal pathogen of clinical mastitis using naive Bayesian networks
    • 10.3168/jds.2008-1694, 19447992
    • Steeneveld W, van der Gaag LC, Barkema HW, Hogeveen H. Providing probability distributions for the causal pathogen of clinical mastitis using naive Bayesian networks. J Dairy Sci 2009, 92:2598-2609. 10.3168/jds.2008-1694, 19447992.
    • (2009) J Dairy Sci , vol.92 , pp. 2598-2609
    • Steeneveld, W.1    van der Gaag, L.C.2    Barkema, H.W.3    Hogeveen, H.4
  • 21
    • 9644270232 scopus 로고    scopus 로고
    • A biological network describing infection with Mycoplasma hyopneumoniae in swine herds
    • 10.1016/j.prevetmed.2004.09.005, 15579341
    • Otto L, Kristensen CS. A biological network describing infection with Mycoplasma hyopneumoniae in swine herds. Prev Vet Med 2004, 66:141-161. 10.1016/j.prevetmed.2004.09.005, 15579341.
    • (2004) Prev Vet Med , vol.66 , pp. 141-161
    • Otto, L.1    Kristensen, C.S.2
  • 22
    • 67349129390 scopus 로고    scopus 로고
    • An object-oriented Bayesian network modeling the causes of leg disorders in finisher herds
    • 10.1016/j.prevetmed.2009.02.009, 19303155
    • Jensen TB, Kristensen AR, Toft N, Baadsgaard NP, Ostergaard S, Houe H. An object-oriented Bayesian network modeling the causes of leg disorders in finisher herds. Prev Vet Med 2009, 89:237-248. 10.1016/j.prevetmed.2009.02.009, 19303155.
    • (2009) Prev Vet Med , vol.89 , pp. 237-248
    • Jensen, T.B.1    Kristensen, A.R.2    Toft, N.3    Baadsgaard, N.P.4    Ostergaard, S.5    Houe, H.6
  • 23
    • 79956274757 scopus 로고    scopus 로고
    • Structure discovery in Bayesian networks: An analytical tool for analysing complex animal health data
    • 10.1016/j.prevetmed.2011.02.003, 21377226
    • Lewis FI, Brulisauer F, Gunn GJ. Structure discovery in Bayesian networks: An analytical tool for analysing complex animal health data. Prev Vet Med 2011, 100:109-115. 10.1016/j.prevetmed.2011.02.003, 21377226.
    • (2011) Prev Vet Med , vol.100 , pp. 109-115
    • Lewis, F.I.1    Brulisauer, F.2    Gunn, G.J.3
  • 24
    • 34249761849 scopus 로고
    • Learning Bayesian networks: The combination of knowledge and statistical data
    • Heckerman D, Geiger D, Chickering DM. Learning Bayesian networks: The combination of knowledge and statistical data. Mach Learn 1995, 20:197-243.
    • (1995) Mach Learn , vol.20 , pp. 197-243
    • Heckerman, D.1    Geiger, D.2    Chickering, D.M.3
  • 26
    • 34548459831 scopus 로고    scopus 로고
    • A Primer on Learning in Bayesian Networks for Computational Biology
    • 10.1371/journal.pcbi.0030129, 1963499, 17784779
    • Needham CJ, Bradford JR, Bulpitt AJ, Westhead DR. A Primer on Learning in Bayesian Networks for Computational Biology. PLoS Comput Biol 2007, 3:e129. 10.1371/journal.pcbi.0030129, 1963499, 17784779.
    • (2007) PLoS Comput Biol , vol.3
    • Needham, C.J.1    Bradford, J.R.2    Bulpitt, A.J.3    Westhead, D.R.4
  • 27
    • 36948998606 scopus 로고    scopus 로고
    • An Evolutionary-Network Model Reveals Stratified Interactions in the V3 Loop of the HIV-1 Envelope
    • 10.1371/journal.pcbi.0030231, 2082504, 18039027
    • Poon AFY, Lewis FI, Pond SLK, Frost SDW. An Evolutionary-Network Model Reveals Stratified Interactions in the V3 Loop of the HIV-1 Envelope. PLoS Comput Biol 2007, 3:e231. 10.1371/journal.pcbi.0030231, 2082504, 18039027.
    • (2007) PLoS Comput Biol , vol.3
    • Poon, A.F.Y.1    Lewis, F.I.2    Pond, S.L.K.3    Frost, S.D.W.4
  • 28
    • 33846501408 scopus 로고    scopus 로고
    • Evolutionary Interactions between N-Linked Glycosylation Sites in the HIV-1 Envelope
    • 10.1371/journal.pcbi.0030011, 1779302, 17238283
    • Poon AFY, Lewis FI, Pond SLK, Frost SDW. Evolutionary Interactions between N-Linked Glycosylation Sites in the HIV-1 Envelope. PLoS Comput Biol 2007, 3:e11. 10.1371/journal.pcbi.0030011, 1779302, 17238283.
    • (2007) PLoS Comput Biol , vol.3
    • Poon, A.F.Y.1    Lewis, F.I.2    Pond, S.L.K.3    Frost, S.D.W.4
  • 29
    • 36549029589 scopus 로고    scopus 로고
    • Effects of the environment on productivity and disease
    • Blackwell Publishing, Straw BE, Zimmerman JJ, D'Allaire S, Taylor DJ
    • Gonyou HW, Lemay SL, Zhang Y. Effects of the environment on productivity and disease. In Diseases of Swine 2006, 1027-1036. Blackwell Publishing, Straw BE, Zimmerman JJ, D'Allaire S, Taylor DJ.
    • (2006) In Diseases of Swine , pp. 1027-1036
    • Gonyou, H.W.1    Lemay, S.L.2    Zhang, Y.3
  • 30
    • 0034849408 scopus 로고    scopus 로고
    • MRBAYES: Bayesian inference of phylogenetic trees
    • 10.1093/bioinformatics/17.8.754, 11524383
    • Huelsenbeck JP, Ronquist F. MRBAYES: Bayesian inference of phylogenetic trees. Bioinformatics 2001, 17:754-755. 10.1093/bioinformatics/17.8.754, 11524383.
    • (2001) Bioinformatics , vol.17 , pp. 754-755
    • Huelsenbeck, J.P.1    Ronquist, F.2
  • 31
    • 0031122905 scopus 로고    scopus 로고
    • Predicting Nearly As Well As the Best Pruning of a Decision Tree
    • Helmbold DP, Schapire RE. Predicting Nearly As Well As the Best Pruning of a Decision Tree. Mach Learn 1997, 27:51-68.
    • (1997) Mach Learn , vol.27 , pp. 51-68
    • Helmbold, D.P.1    Schapire, R.E.2
  • 33
    • 2642574503 scopus 로고    scopus 로고
    • Vienna, Austria: R Foundation for Statistical Computing, ISBN 3-900051-07-0, URL R Development Core Team R
    • R Development Core Team R A language and environment for statistical computing 2009, Vienna, Austria: R Foundation for Statistical Computing, ISBN 3-900051-07-0, URL http://www.R-project.org, R Development Core Team R.
    • (2009) A language and environment for statistical computing
  • 35
    • 0028469326 scopus 로고
    • Streptococcus suis infection in swine: a retrospective study of 256 cases. Part II. Clinical signs, gross and microscopic lesions, and coexisting microorganisms
    • 10.1177/104063879400600308, 7948202
    • Reams RY, Glickman LT, Harrington DD, Thacker HL, Bowersock TL. Streptococcus suis infection in swine: a retrospective study of 256 cases. Part II. Clinical signs, gross and microscopic lesions, and coexisting microorganisms. J Vet Diagn Invest 1994, 6:326-334. 10.1177/104063879400600308, 7948202.
    • (1994) J Vet Diagn Invest , vol.6 , pp. 326-334
    • Reams, R.Y.1    Glickman, L.T.2    Harrington, D.D.3    Thacker, H.L.4    Bowersock, T.L.5
  • 36
    • 43049155514 scopus 로고    scopus 로고
    • Pneumonic pasteurellosis
    • Blackwell Publishing, Straw BE, Zimmerman JJ, D'Allaire S, Taylor DJ, 9
    • Pijoan C. Pneumonic pasteurellosis. In Diseases of Swine 2006, 719-724. Blackwell Publishing, Straw BE, Zimmerman JJ, D'Allaire S, Taylor DJ, 9.
    • (2006) In Diseases of Swine , pp. 719-724
    • Pijoan, C.1
  • 37
    • 33645313205 scopus 로고    scopus 로고
    • Concepts for risk-based surveillance in the field of veterinary medicine and veterinary public health: Review of current approaches
    • 10.1186/1472-6963-6-20, 1409776, 16507106
    • Stark K, Regula G, Hernandez J, Knopf L, Fuchs K, Morris R, Davies P. Concepts for risk-based surveillance in the field of veterinary medicine and veterinary public health: Review of current approaches. BMC Health Serv Res 2006, 6:20. 10.1186/1472-6963-6-20, 1409776, 16507106.
    • (2006) BMC Health Serv Res , vol.6 , pp. 20
    • Stark, K.1    Regula, G.2    Hernandez, J.3    Knopf, L.4    Fuchs, K.5    Morris, R.6    Davies, P.7
  • 38
    • 37449003641 scopus 로고    scopus 로고
    • Hierarchical and spatial analyses of pneumonia-lesion prevalence at slaughter in New Zealand lambs
    • 10.1016/j.prevetmed.2007.07.001, 17689764
    • Goodwin-Ray KA, Stevenson M, Heuer C, Pinchbeck G. Hierarchical and spatial analyses of pneumonia-lesion prevalence at slaughter in New Zealand lambs. Prev Vet Med 2008, 83:144-155. 10.1016/j.prevetmed.2007.07.001, 17689764.
    • (2008) Prev Vet Med , vol.83 , pp. 144-155
    • Goodwin-Ray, K.A.1    Stevenson, M.2    Heuer, C.3    Pinchbeck, G.4
  • 40
    • 0030754579 scopus 로고    scopus 로고
    • Using slaughter inspections to evaluate sarcoptic mange infestation of finishing swine
    • 10.1016/S0304-4017(96)01137-5, 9195723
    • Cargill CF, Pointon AM, Davies PR, Garcia R. Using slaughter inspections to evaluate sarcoptic mange infestation of finishing swine. Vet Parasitol 1997, 70:191-200. 10.1016/S0304-4017(96)01137-5, 9195723.
    • (1997) Vet Parasitol , vol.70 , pp. 191-200
    • Cargill, C.F.1    Pointon, A.M.2    Davies, P.R.3    Garcia, R.4
  • 41
    • 80054762918 scopus 로고    scopus 로고
    • The British pig health schemes: integrated systems for large-scale pig abattoir lesion monitoring
    • 10.1136/vr.d4814, 21881022
    • Sanchez-Vazquez MJ, Strachan WD, Armstrong D, Nielen M, Gunn GJ. The British pig health schemes: integrated systems for large-scale pig abattoir lesion monitoring. Vet Rec 2011, 169:413-413. 10.1136/vr.d4814, 21881022.
    • (2011) Vet Rec , vol.169 , pp. 413-413
    • Sanchez-Vazquez, M.J.1    Strachan, W.D.2    Armstrong, D.3    Nielen, M.4    Gunn, G.J.5


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