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Volumn 38, Issue 5, 2010, Pages 426-433

Comparison between an artificial neural network and logistic regression in predicting acute graft-vs-host disease after unrelated donor hematopoietic stem cell transplantation in thalassemia patients

Author keywords

[No Author keywords available]

Indexed keywords

BUSULFAN; CYCLOPHOSPHAMIDE; CYCLOSPORIN A; FLUDARABINE; HLA G ANTIGEN; KILLER CELL IMMUNOGLOBULIN LIKE RECEPTOR; METHOTREXATE; THIOTEPA; THYMOCYTE ANTIBODY; TREOSULFAN;

EID: 77951469347     PISSN: 0301472X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.exphem.2010.02.012     Document Type: Article
Times cited : (27)

References (41)
  • 1
    • 0008947293 scopus 로고    scopus 로고
    • Bone marrow transplants from unrelated donors for patients with chronic myeloid leukaemia
    • Hansen J.A., Gooley T.A., Martin P.J., et al. Bone marrow transplants from unrelated donors for patients with chronic myeloid leukaemia. N Engl J Med 1998, 228:962-968.
    • (1998) N Engl J Med , vol.228 , pp. 962-968
    • Hansen, J.A.1    Gooley, T.A.2    Martin, P.J.3
  • 2
    • 30944447552 scopus 로고    scopus 로고
    • Decision-making in adult thalassemia patients undergoing unrelated bone marrow transplantation: quality of life, communication and ethical issues
    • Caocci G., Pisu S., Argiolu F., et al. Decision-making in adult thalassemia patients undergoing unrelated bone marrow transplantation: quality of life, communication and ethical issues. Bone Marrow Transplant 2006, 37:165-169.
    • (2006) Bone Marrow Transplant , vol.37 , pp. 165-169
    • Caocci, G.1    Pisu, S.2    Argiolu, F.3
  • 3
    • 20844460608 scopus 로고    scopus 로고
    • Survival and complications in patients with thalassemia major treated with transfusion and deferoxamine
    • Borgna Pignatti C., Rugolotto S., De Stefano P., et al. Survival and complications in patients with thalassemia major treated with transfusion and deferoxamine. Haematologica 2004, 89:1187-1193.
    • (2004) Haematologica , vol.89 , pp. 1187-1193
    • Borgna Pignatti, C.1    Rugolotto, S.2    De Stefano, P.3
  • 4
    • 0019967483 scopus 로고
    • Marrow transplantation for thalassemia
    • Thomas E.D., Buckner C.D., Sanders J.E., et al. Marrow transplantation for thalassemia. Lancet 1982, 2:227-229.
    • (1982) Lancet , vol.2 , pp. 227-229
    • Thomas, E.D.1    Buckner, C.D.2    Sanders, J.E.3
  • 5
    • 0025070260 scopus 로고
    • Bone marrow transplantation in patients with thalassemia
    • Lucarelli G., Galimberti M., Polchi P., et al. Bone marrow transplantation in patients with thalassemia. N Engl J Med 1990, 322:417-421.
    • (1990) N Engl J Med , vol.322 , pp. 417-421
    • Lucarelli, G.1    Galimberti, M.2    Polchi, P.3
  • 6
    • 28544436719 scopus 로고    scopus 로고
    • Unrelated donor stem cell transplantation in adult patients with thalassemia
    • La Nasa G., Caocci G., Argiolu F., et al. Unrelated donor stem cell transplantation in adult patients with thalassemia. Bone Marrow Transplant 2006, 36:971-975.
    • (2006) Bone Marrow Transplant , vol.36 , pp. 971-975
    • La Nasa, G.1    Caocci, G.2    Argiolu, F.3
  • 7
    • 0030637655 scopus 로고    scopus 로고
    • Bone marrow transplantation in thalassemia
    • Kluwer Academic, Boston, MA, J.N. Winter (Ed.)
    • Lucarelli G., Giardini C., Angelucci E. Bone marrow transplantation in thalassemia. Blood Stem Cell Transplantation 1997, 305-315. Kluwer Academic, Boston, MA. J.N. Winter (Ed.).
    • (1997) Blood Stem Cell Transplantation , pp. 305-315
    • Lucarelli, G.1    Giardini, C.2    Angelucci, E.3
  • 8
    • 35348884167 scopus 로고    scopus 로고
    • Status of donor-recipient HLA class I ligands and not the KIR genotype is predictive for the outcome of unrelated hematopoietic stem cell transplantation in beta-thalassemia patients
    • La Nasa G., Littera R., Locatelli F., et al. Status of donor-recipient HLA class I ligands and not the KIR genotype is predictive for the outcome of unrelated hematopoietic stem cell transplantation in beta-thalassemia patients. Biol Blood Marrow Transplant 2007, 13:1358-1368.
    • (2007) Biol Blood Marrow Transplant , vol.13 , pp. 1358-1368
    • La Nasa, G.1    Littera, R.2    Locatelli, F.3
  • 9
    • 34848831143 scopus 로고    scopus 로고
    • The human leucocyte antigen-G 14-basepair polymorphism correlates with graft-versus-host disease in unrelated bone marrow transplantation for thalassaemia
    • La Nasa G., Littera R., Locatelli F., et al. The human leucocyte antigen-G 14-basepair polymorphism correlates with graft-versus-host disease in unrelated bone marrow transplantation for thalassaemia. Br J Haematol 2007, 139:284-288.
    • (2007) Br J Haematol , vol.139 , pp. 284-288
    • La Nasa, G.1    Littera, R.2    Locatelli, F.3
  • 10
    • 78149470253 scopus 로고    scopus 로고
    • The role of killer immunoglobulin-like receptor (KIR) haplotypes on the outcome of unrelated donor haematopoietic SCT for thalassaemia. Bone Marrow Transplant. Feb 22. [Epub ahead of print.]
    • Littera R, Orrù N, Vacca A, et al. The role of killer immunoglobulin-like receptor (KIR) haplotypes on the outcome of unrelated donor haematopoietic SCT for thalassaemia. Bone Marrow Transplant. 2010 Feb 22. [Epub ahead of print.].
    • (2010)
    • Littera, R.1    Orrù, N.2    Vacca, A.3
  • 11
    • 33645498109 scopus 로고    scopus 로고
    • Graft rejection after unrelated donor hematopoietic stem cell transplantation for thalassemia is associated with nonpermissive HLA-DPB1 disparity in host-versus-graft direction
    • Fleischhauer K., Locatelli F., Zecca M., et al. Graft rejection after unrelated donor hematopoietic stem cell transplantation for thalassemia is associated with nonpermissive HLA-DPB1 disparity in host-versus-graft direction. Blood 2006, 107:2984-2992.
    • (2006) Blood , vol.107 , pp. 2984-2992
    • Fleischhauer, K.1    Locatelli, F.2    Zecca, M.3
  • 12
    • 0034734135 scopus 로고    scopus 로고
    • A strategy for modelling the effect of a continuous covariate in medicine and epidemiology
    • Royston P. A strategy for modelling the effect of a continuous covariate in medicine and epidemiology. Stat Med 2000, 19:1831-1847.
    • (2000) Stat Med , vol.19 , pp. 1831-1847
    • Royston, P.1
  • 13
    • 0030069896 scopus 로고    scopus 로고
    • Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors
    • Harrell F.E., Lee K.L., Mark D.B. Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat Med 1996, 15:361-387.
    • (1996) Stat Med , vol.15 , pp. 361-387
    • Harrell, F.E.1    Lee, K.L.2    Mark, D.B.3
  • 14
    • 0034728368 scopus 로고    scopus 로고
    • On the misuses of artificial neural networks for prognostic and diagnostic classification in oncology
    • Schwarzer G., Vach W., Schumacher M. On the misuses of artificial neural networks for prognostic and diagnostic classification in oncology. Stat Med 2000, 19:541-561.
    • (2000) Stat Med , vol.19 , pp. 541-561
    • Schwarzer, G.1    Vach, W.2    Schumacher, M.3
  • 15
    • 33750203605 scopus 로고    scopus 로고
    • Two models for outcome prediction-a comparison of logistic regression and neural networks
    • Linder R., König I.R., Weimar C., Diener H.C., Pöppl S.J., Ziegler A. Two models for outcome prediction-a comparison of logistic regression and neural networks. Methods Inf Med 2006, 45:536-540.
    • (2006) Methods Inf Med , vol.45 , pp. 536-540
    • Linder, R.1    König, I.R.2    Weimar, C.3    Diener, H.C.4    Pöppl, S.J.5    Ziegler, A.6
  • 16
    • 0043126911 scopus 로고    scopus 로고
    • Logistic regression and artificial neural network classification models: a methodology review
    • Dreiseitl S., Ohno-Machado L. Logistic regression and artificial neural network classification models: a methodology review. J Biomed Inform 2002, 35:352-359.
    • (2002) J Biomed Inform , vol.35 , pp. 352-359
    • Dreiseitl, S.1    Ohno-Machado, L.2
  • 17
    • 33750221572 scopus 로고    scopus 로고
    • Contributions of artificial neural networks to knowledge in clinical medicine-is there evidence for improvement?
    • Schumacher M., Olschewski M., Schwarzer G. Contributions of artificial neural networks to knowledge in clinical medicine-is there evidence for improvement?. Biomed J 2004, 46:39.
    • (2004) Biomed J , vol.46 , pp. 39
    • Schumacher, M.1    Olschewski, M.2    Schwarzer, G.3
  • 18
    • 34247120531 scopus 로고    scopus 로고
    • Prognostic accuracy of an artificial neural network in patients undergoing radical cystectomy for bladder cancer: a comparison with logistic regression analysis
    • Bassi P., Sacco E., De Marco V., Aragona M., Volpe A. Prognostic accuracy of an artificial neural network in patients undergoing radical cystectomy for bladder cancer: a comparison with logistic regression analysis. BJU Int 2007, 99:1007-1012.
    • (2007) BJU Int , vol.99 , pp. 1007-1012
    • Bassi, P.1    Sacco, E.2    De Marco, V.3    Aragona, M.4    Volpe, A.5
  • 19
    • 29144530679 scopus 로고    scopus 로고
    • Artificial intelligence in hematology
    • Zini G. Artificial intelligence in hematology. Hematology 2005, 10:393-400.
    • (2005) Hematology , vol.10 , pp. 393-400
    • Zini, G.1
  • 20
    • 0038121656 scopus 로고    scopus 로고
    • Neural network in hematopoietic malignancies
    • Zini G., d'Onofrio G. Neural network in hematopoietic malignancies. Clin Chim Acta 2003, 333:195-201.
    • (2003) Clin Chim Acta , vol.333 , pp. 195-201
    • Zini, G.1    d'Onofrio, G.2
  • 21
    • 0036155601 scopus 로고    scopus 로고
    • A real-time classification system of thalassemic pathologies based on artificial neural networks
    • Amendolia S.R., Brunetti A., Carta P., et al. A real-time classification system of thalassemic pathologies based on artificial neural networks. Med Decis Making 2002, 22:18-26.
    • (2002) Med Decis Making , vol.22 , pp. 18-26
    • Amendolia, S.R.1    Brunetti, A.2    Carta, P.3
  • 22
    • 0016187133 scopus 로고
    • Clinical manifestations of graft-versus-host disease in human recipients of marrow from HLA-matched sibling donors
    • Glucksberg H., Storb R., Fefer A., et al. Clinical manifestations of graft-versus-host disease in human recipients of marrow from HLA-matched sibling donors. Transplantation 1974, 18:295-304.
    • (1974) Transplantation , vol.18 , pp. 295-304
    • Glucksberg, H.1    Storb, R.2    Fefer, A.3
  • 23
    • 0016860720 scopus 로고
    • Bone marrow transplantation (second of two parts)
    • Thomas E.D., Storb R., Clift R.A., et al. Bone marrow transplantation (second of two parts). N Engl J Med 1975, 292:895-902.
    • (1975) N Engl J Med , vol.292 , pp. 895-902
    • Thomas, E.D.1    Storb, R.2    Clift, R.A.3
  • 24
    • 10744226154 scopus 로고    scopus 로고
    • A T-cell epitope encoded by a subset of HLA-DPB1 alleles determines nonpermissive mismatches for hematologic stem cell transplantation
    • Zino E., Frumento G., Marktel S., et al. A T-cell epitope encoded by a subset of HLA-DPB1 alleles determines nonpermissive mismatches for hematologic stem cell transplantation. Blood 2004, 103:1417-1424.
    • (2004) Blood , vol.103 , pp. 1417-1424
    • Zino, E.1    Frumento, G.2    Marktel, S.3
  • 25
    • 0036326792 scopus 로고    scopus 로고
    • Definition of gene content for nine common group B haplotypes of the Caucasoid population: KIR haplotypes contain between seven and eleven KIR genes
    • Uhrberg M., Parham P., Wernet P. Definition of gene content for nine common group B haplotypes of the Caucasoid population: KIR haplotypes contain between seven and eleven KIR genes. Immunogenetics 2002, 54:221-229.
    • (2002) Immunogenetics , vol.54 , pp. 221-229
    • Uhrberg, M.1    Parham, P.2    Wernet, P.3
  • 26
    • 0036214286 scopus 로고    scopus 로고
    • Structure and function of natural killer cell receptors: multiplemolecular solution to self, nonself discrimination
    • Natarajan K., Dimasi N., Wang J., Mariuzza R.A., Margulies D.H. Structure and function of natural killer cell receptors: multiplemolecular solution to self, nonself discrimination. Annu Rev Immunol 2002, 20:853-885.
    • (2002) Annu Rev Immunol , vol.20 , pp. 853-885
    • Natarajan, K.1    Dimasi, N.2    Wang, J.3    Mariuzza, R.A.4    Margulies, D.H.5
  • 27
    • 0029003984 scopus 로고
    • Cloning of immunoglobulin-superfamily members associated with HLA-C and HLA-B recognition by human natural killer cells
    • Colonna M., Samaridis J. Cloning of immunoglobulin-superfamily members associated with HLA-C and HLA-B recognition by human natural killer cells. Science 1995, 268:405-408.
    • (1995) Science , vol.268 , pp. 405-408
    • Colonna, M.1    Samaridis, J.2
  • 28
    • 3242727932 scopus 로고    scopus 로고
    • Recognition of HLA-A3 and HLA-A11 by KIR3DL2 is peptide-specific
    • Hansasuta P., Dong T., Thananchai H., et al. Recognition of HLA-A3 and HLA-A11 by KIR3DL2 is peptide-specific. Eur J Immunol 2004, 34:1673-1679.
    • (2004) Eur J Immunol , vol.34 , pp. 1673-1679
    • Hansasuta, P.1    Dong, T.2    Thananchai, H.3
  • 29
    • 0842285644 scopus 로고    scopus 로고
    • The impact of donor KIR and patient HLA-C genotypes on outcome following HLA-identical sibling hematopoietic stem cell transplantation for myeloid leukemia
    • Cook M.A., Milligan D.W., Fegan C.D., et al. The impact of donor KIR and patient HLA-C genotypes on outcome following HLA-identical sibling hematopoietic stem cell transplantation for myeloid leukemia. Blood 2004, 103:1521-1526.
    • (2004) Blood , vol.103 , pp. 1521-1526
    • Cook, M.A.1    Milligan, D.W.2    Fegan, C.D.3
  • 31
    • 0034963531 scopus 로고    scopus 로고
    • Artificial neural networks in renewable energy systems applications: a review
    • Kalogirou Soteris A. Artificial neural networks in renewable energy systems applications: a review. Renew Sustain Energy Rev 2001, 5:373-401.
    • (2001) Renew Sustain Energy Rev , vol.5 , pp. 373-401
    • Kalogirou, S.A.1
  • 33
    • 33845237600 scopus 로고    scopus 로고
    • Surviving with thalassemia major: the Italian experience
    • Borgna-Pignatti C. Surviving with thalassemia major: the Italian experience. Pediatr Hematol Oncol 2007, 24:75-78.
    • (2007) Pediatr Hematol Oncol , vol.24 , pp. 75-78
    • Borgna-Pignatti, C.1
  • 34
    • 0032831892 scopus 로고    scopus 로고
    • Bone marrow transplantation for betathalassemia. Hematol Oncol
    • Giardini C., Lucarelli G. Bone marrow transplantation for betathalassemia. Hematol Oncol. Clin North Am 1999, 13:1059-1064.
    • (1999) Clin North Am , vol.13 , pp. 1059-1064
    • Giardini, C.1    Lucarelli, G.2
  • 35
    • 0027184519 scopus 로고
    • Marrow transplantation in patients with thalassemia responsive to iron chelation therapy
    • Lucarelli G., Galimberti M., Polchi P., et al. Marrow transplantation in patients with thalassemia responsive to iron chelation therapy. N Engl J Med 1993, 329:840-844.
    • (1993) N Engl J Med , vol.329 , pp. 840-844
    • Lucarelli, G.1    Galimberti, M.2    Polchi, P.3
  • 36
    • 0031848962 scopus 로고    scopus 로고
    • Bone marrow transplantation in thalassemia. The experience of Pesaro
    • Lucarelli G., Galimberti M., Giardini C., et al. Bone marrow transplantation in thalassemia. The experience of Pesaro. Ann NY Acad Sci 1998, 850:270-275.
    • (1998) Ann NY Acad Sci , vol.850 , pp. 270-275
    • Lucarelli, G.1    Galimberti, M.2    Giardini, C.3
  • 37
    • 0033558264 scopus 로고    scopus 로고
    • Bone marrow transplantation in adult thalassemic patients
    • Lucarelli G., Clift R., Galimberti M., et al. Bone marrow transplantation in adult thalassemic patients. Blood 1999, 93:1164-1167.
    • (1999) Blood , vol.93 , pp. 1164-1167
    • Lucarelli, G.1    Clift, R.2    Galimberti, M.3
  • 38
    • 29744432093 scopus 로고    scopus 로고
    • Unrelated bone marrow transplantation for beta-thalassemia patients: the experience of the Italian Bone Marrow Transplant Group
    • La Nasa G., Argiolu F., Giardini C., et al. Unrelated bone marrow transplantation for beta-thalassemia patients: the experience of the Italian Bone Marrow Transplant Group. Ann N Y Acad Sci 2005, 1054:186-195.
    • (2005) Ann N Y Acad Sci , vol.1054 , pp. 186-195
    • La Nasa, G.1    Argiolu, F.2    Giardini, C.3
  • 39
    • 54849419695 scopus 로고    scopus 로고
    • Treosulfan-based conditioning regimen for allogeneic haematopoietic stem cell transplantation in patients with thalassaemia major
    • Bernardo M.E., Zecca M., Piras E., et al. Treosulfan-based conditioning regimen for allogeneic haematopoietic stem cell transplantation in patients with thalassaemia major. Br J Haematol 2008, 143:548-551.
    • (2008) Br J Haematol , vol.143 , pp. 548-551
    • Bernardo, M.E.1    Zecca, M.2    Piras, E.3
  • 40
    • 20444394742 scopus 로고    scopus 로고
    • Improved outcome in HLA-identical sibling hematopoietic stem-cell transplantation for acute myelogenous leukemia predicted by KIR and HLA genotypes
    • Hsu K.C., Keever-Taylor C.A., Wilton A., et al. Improved outcome in HLA-identical sibling hematopoietic stem-cell transplantation for acute myelogenous leukemia predicted by KIR and HLA genotypes. Blood 2005, 105:4878-4884.
    • (2005) Blood , vol.105 , pp. 4878-4884
    • Hsu, K.C.1    Keever-Taylor, C.A.2    Wilton, A.3


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