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Volumn 83, Issue 4, 2000, Pages 711-720

A computerized mastitis decision aid using farm-based records: An artificial neural network approach

Author keywords

Artificial neural network; Decision aid; Linear discriminant analysis; Mastitis

Indexed keywords

ANIMAL; ANIMAL DISEASE; ARTICLE; ARTIFICIAL NEURAL NETWORK; BACTERIAL INFECTION; CATTLE; CATTLE DISEASE; CELL COUNT; COMPARATIVE STUDY; COMPUTER SIMULATION; CYTOLOGY; DAIRYING; DISCRIMINANT ANALYSIS; FEMALE; METHODOLOGY; MICROBIOLOGY; MILK; STATISTICAL MODEL;

EID: 0034169904     PISSN: 00220302     EISSN: None     Source Type: Journal    
DOI: 10.3168/jds.S0022-0302(00)74933-2     Document Type: Article
Times cited : (50)

References (29)
  • 1
    • 0029315114 scopus 로고
    • A decision support system for evaluating mastitis information
    • Allore, H. G., L. R. Jones, W. G. Merrill, and P. A. Oltenacu. 1995. A decision support system for evaluating mastitis information. J. Dairy Sci. 78:1382-1398.
    • (1995) J. Dairy Sci. , vol.78 , pp. 1382-1398
    • Allore, H.G.1    Jones, L.R.2    Merrill, W.G.3    Oltenacu, P.A.4
  • 2
    • 0028472557 scopus 로고
    • The use of artificial neural networks in biomedical technologies: An introduction
    • Alvager, T., T. J. Smith, and F. Vijai. 1995. The use of artificial neural networks in biomedical technologies: an introduction. Biomed. Instrum. Technol. 28:315-322.
    • (1995) Biomed. Instrum. Technol. , vol.28 , pp. 315-322
    • Alvager, T.1    Smith, T.J.2    Vijai, F.3
  • 4
    • 0028788276 scopus 로고
    • Application of artificial neural networks to clinical medicine
    • Baxt, W. G. 1995. Application of artificial neural networks to clinical medicine. Lancet 346:1135-1138.
    • (1995) Lancet , vol.346 , pp. 1135-1138
    • Baxt, W.G.1
  • 5
    • 0026888404 scopus 로고
    • Prediction of mastitis using milk somatic cell count, N-acetyl-β-D-glucosaminidase, and lactose
    • Berning, L. M., and G. E. Shook. 1992. Prediction of mastitis using milk somatic cell count, N-acetyl-β-D-glucosaminidase, and lactose. J. Dairy Sci. 75:1840-1848.
    • (1992) J. Dairy Sci. , vol.75 , pp. 1840-1848
    • Berning, L.M.1    Shook, G.E.2
  • 6
    • 0028885032 scopus 로고
    • Introduction to neural networks
    • Cross, S. S., R. F. Harrison, and R. L. Kennedy. 1995. Introduction to neural networks. Lancet 346:1075-1079.
    • (1995) Lancet , vol.346 , pp. 1075-1079
    • Cross, S.S.1    Harrison, R.F.2    Kennedy, R.L.3
  • 7
    • 0027690702 scopus 로고
    • Interrelationship of somatic cell count, mastitis, and milk yield in a low somatic cell count herd
    • Deluyker, H. A., J. M. Gay, and L. D. Weaver. 1993. Interrelationship of somatic cell count, mastitis, and milk yield in a low somatic cell count herd. J. Dairy Sci. 76:3445-3452.
    • (1993) J. Dairy Sci. , vol.76 , pp. 3445-3452
    • Deluyker, H.A.1    Gay, J.M.2    Weaver, L.D.3
  • 8
    • 0026231510 scopus 로고
    • Expert system for evaluation of reproductive performance and management
    • Domecq, J. J., R. L. Nebel, M. L. McGilliard, and A. T. Pasquino. 1991. Expert system for evaluation of reproductive performance and management. J. Dairy Sci. 74:3446-3453.
    • (1991) J. Dairy Sci. , vol.74 , pp. 3446-3453
    • Domecq, J.J.1    Nebel, R.L.2    McGilliard, M.L.3    Pasquino, A.T.4
  • 9
    • 0028812688 scopus 로고
    • Artificial neural networks in pathology and medical laboratories
    • Dybowski, R., and V. Gant. 1995. Artificial neural networks in pathology and medical laboratories. Lancet 346:1203-1207.
    • (1995) Lancet , vol.346 , pp. 1203-1207
    • Dybowski, R.1    Gant, V.2
  • 10
    • 0028472830 scopus 로고
    • Physiology of mastitis and factors affecting somatic cell counts
    • Harmon, R. J. 1994. Physiology of mastitis and factors affecting somatic cell counts. J. Dairy Sci. 77:2103-2112.
    • (1994) J. Dairy Sci. , vol.77 , pp. 2103-2112
    • Harmon, R.J.1
  • 14
    • 0029351289 scopus 로고
    • Artificial neural networks for medical classification decisions
    • Kattan, M. W., and J. R. Beck. 1995. Artificial neural networks for medical classification decisions. Arch. Pathol. Lab. Med. 119:672-677.
    • (1995) Arch. Pathol. Lab. Med. , vol.119 , pp. 672-677
    • Kattan, M.W.1    Beck, J.R.2
  • 15
    • 0023331258 scopus 로고
    • An introduction to computing with neural nets
    • Lippmann, R. P. 1987. An introduction to computing with neural nets. IEEE ASSP Magazine. 4:4-22.
    • (1987) IEEE ASSP Magazine , vol.4 , pp. 4-22
    • Lippmann, R.P.1
  • 16
    • 0348002614 scopus 로고    scopus 로고
    • Minitab, Inc., State College, PA
    • Minitab. 1997. Minitab Reference Manual. Release 11. Minitab, Inc., State College, PA.
    • (1997) Minitab Reference Manual. Release 11 , vol.11
  • 17
    • 0029006699 scopus 로고
    • Artificial neural network predictions of lengths of stay on a post-coronary care unit
    • Mobley, B. A., R. Leasure, and L. Davidson. 1995. Artificial neural network predictions of lengths of stay on a post-coronary care unit. Heart Lung 24:251-256.
    • (1995) Heart Lung , vol.24 , pp. 251-256
    • Mobley, B.A.1    Leasure, R.2    Davidson, L.3
  • 19
    • 0003968292 scopus 로고    scopus 로고
    • Natl. Mastitis Counc., Inc., Madison, WI
    • National Mastitis Council. 1998. Current Concepts of Bovine Mastitis. 4th ed. Natl. Mastitis Counc., Inc., Madison, WI.
    • (1998) Current Concepts of Bovine Mastitis. 4th Ed.
  • 20
    • 0004032930 scopus 로고    scopus 로고
    • Natl. Mastitis Counc., Inc., Madison, WI
    • National Mastitis Council, Inc. 1999. Laboratory Handbook on Bovine Mastitis. Natl. Mastitis Counc., Inc., Madison, WI.
    • (1999) Laboratory Handbook on Bovine Mastitis
  • 21
    • 0029300082 scopus 로고
    • Comparison of analysis techniques for on-line detection of clinical mastitis
    • Nielen, M., Y. H. Schukken, A. Brand, and S. Haring. 1995. Comparison of analysis techniques for on-line detection of clinical mastitis. J. Dairy Sci. 78:1050-1061.
    • (1995) J. Dairy Sci. , vol.78 , pp. 1050-1061
    • Nielen, M.1    Schukken, Y.H.2    Brand, A.3    Haring, S.4
  • 22
    • 0028488587 scopus 로고
    • LAIT-XPERT VACHES: An expert system for dairy herd management
    • Pellerin, D., R. Levallois, G. St-Laurent, and J.-P. Perrier. 1994. LAIT-XPERT VACHES: an expert system for dairy herd management. J. Dairy Sci. 77:2308-2317.
    • (1994) J. Dairy Sci. , vol.77 , pp. 2308-2317
    • Pellerin, D.1    Levallois, R.2    St-Laurent, G.3    Perrier, J.-P.4
  • 23
    • 0030179122 scopus 로고    scopus 로고
    • Relationships between clinical mastitis, somatic cell score, and production for the first three lactations of Finnish Ayrshire
    • Pösö, J., and E. A. Mäntysaari. 1996. Relationships between clinical mastitis, somatic cell score, and production for the first three lactations of Finnish Ayrshire. J. Dairy Sci. 79:1284-1291.
    • (1996) J. Dairy Sci. , vol.79 , pp. 1284-1291
    • Pösö, J.1    Mäntysaari, E.A.2
  • 25
    • 0031202988 scopus 로고    scopus 로고
    • Estimation of variance components for somatic cell counts to determine thresholds for uninfected quarters
    • Scheppers, A. J., T.J.G.M. Lam, Y. H. Schukken, J.B.M. Wilmink, and W.J.A. Hanekamp. 1997. Estimation of variance components for somatic cell counts to determine thresholds for uninfected quarters. J. Dairy Sci. 80:1833-1840.
    • (1997) J. Dairy Sci. , vol.80 , pp. 1833-1840
    • Scheppers, A.J.1    Lam, T.J.G.M.2    Schukken, Y.H.3    Wilmink, J.B.M.4    Hanekamp, W.J.A.5
  • 26
    • 21144465014 scopus 로고
    • DXMAS: An expert system program providing management advice to dairy operators
    • Schmisseur, E., and M. J. Gamroth. 1993. DXMAS: an expert system program providing management advice to dairy operators. J. Dairy Sci. 76:2039-2049.
    • (1993) J. Dairy Sci. , vol.76 , pp. 2039-2049
    • Schmisseur, E.1    Gamroth, M.J.2
  • 27
    • 0027288642 scopus 로고
    • Use of a neural network as a predictive instrument for length of stay in the intensive care unit following cardiac surgery
    • Tu, J., and R. Guerriere. 1993. Use of a neural network as a predictive instrument for length of stay in the intensive care unit following cardiac surgery. Comput. Biomed. Res. 26:220-229.
    • (1993) Comput. Biomed. Res. , vol.26 , pp. 220-229
    • Tu, J.1    Guerriere, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.