« Previous
Experimental Hematology
Volume 38, Issue 5
, Pages 426-433
, May 2010
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
References
- Bone marrow transplants from unrelated donors for patients with chronic myeloid leukaemia. N Engl J Med. 1998;228:962–968
- 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
- Survival and complications in patients with thalassemia major treated with transfusion and deferoxamine. Haematologica. 2004;89:1187–1193
- Marrow transplantation for thalassemia. Lancet. 1982;2:227–229
- Bone marrow transplantation in patients with thalassemia. N Engl J Med. 1990;322:417–421
- Unrelated donor stem cell transplantation in adult patients with thalassemia. Bone Marrow Transplant. 2006;36:971–975
- . Bone marrow transplantation in thalassemia. In: Winter JN editors. Blood Stem Cell Transplantation. Boston, MA: Kluwer Academic; 1997;p. 305–315
- 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
- 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
- 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.]
- 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
- . A strategy for modelling the effect of a continuous covariate in medicine and epidemiology. Stat Med. 2000;19:1831–1847
- . Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat Med. 1996;15:361–387
- . On the misuses of artificial neural networks for prognostic and diagnostic classification in oncology. Stat Med. 2000;19:541–561
- . Two models for outcome prediction—a comparison of logistic regression and neural networks. Methods Inf Med. 2006;45:536–540
- . Logistic regression and artificial neural network classification models: a methodology review. J Biomed Inform. 2002;35:352–359
- . Contributions of artificial neural networks to knowledge in clinical medicine—is there evidence for improvement?. Biomed J. 2004;46:39
- . 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
- . Artificial intelligence in hematology. Hematology. 2005;10:393–400
- . Neural network in hematopoietic malignancies. Clin Chim Acta. 2003;333:195–201
- A real-time classification system of thalassemic pathologies based on artificial neural networks. Med Decis Making. 2002;22:18–26
- Clinical manifestations of graft-versus-host disease in human recipients of marrow from HLA-matched sibling donors. Transplantation. 1974;18:295–304
- Bone marrow transplantation (second of two parts). N Engl J Med. 1975;292:895–902
- 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
- . 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
- . Structure and function of natural killer cell receptors: multiplemolecular solution to self, nonself discrimination. Annu Rev Immunol. 2002;20:853–885
- . Cloning of immunoglobulin-superfamily members associated with HLA-C and HLA-B recognition by human natural killer cells. Science. 1995;268:405–408
- Recognition of HLA-A3 and HLA-A11 by KIR3DL2 is peptide-specific. Eur J Immunol. 2004;34:1673–1679
- 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
- . A 14 bp deletion polymorphism in the HLA-G gene. Hum Mol Genet. 1993;2:2200
- . Artificial neural networks in renewable energy systems applications: a review. Renew Sustain Energy Rev. 2001;5:373–401
- . Neural Network Toolbox™ 6. User's Guide. Natick, MA: The MathWorks, Inc; 2008;
- . Surviving with thalassemia major: the Italian experience. Pediatr Hematol Oncol. 2007;24:75–78
- . Bone marrow transplantation for betathalassemia. Hematol Oncol. Clin North Am. 1999;13:1059–1064
- Marrow transplantation in patients with thalassemia responsive to iron chelation therapy. N Engl J Med. 1993;329:840–844
- Bone marrow transplantation in thalassemia. The experience of Pesaro. Ann NY Acad Sci. 1998;850:270–275
- Bone marrow transplantation in adult thalassemic patients. Blood. 1999;93:1164–1167
- 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
- Treosulfan-based conditioning regimen for allogeneic haematopoietic stem cell transplantation in patients with thalassaemia major. Br J Haematol. 2008;143:548–551
- 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
- . New perspectives on the biology of acute GVHD. Bone Marrow Transplant. 2010;45:1–11
PII: S0301-472X(10)00077-9
doi: 10.1016/j.exphem.2010.02.012
© 2010 ISEH - Society for Hematology and Stem Cells. Published by Elsevier Inc. All rights reserved.
« Previous
Experimental Hematology
Volume 38, Issue 5
, Pages 426-433
, May 2010
