Machine learning applied to gene expression analysis of T-lymphocytes in patients with cGVHD

被引:0
作者
Juana Serrano-López
José Luis Fernández
Eva Lumbreras
Josefina Serrano
Carmen Martínez-Losada
Carmen Martín
Jesús M. Hernández-Rivas
Joaquín Sánchez-García
机构
[1] Instituto Maimonides Investigación Biomédica,Centro de Investigación del Cancer
[2] IMIBIC/University of Córdoba,Hematology Department
[3] Experimental Hematology Lab,undefined
[4] IIS-Fundación Jiménez Díaz,undefined
[5] UAM,undefined
[6] Universidad de Salamanca,undefined
[7] CSIC,undefined
[8] Hospital Universitario Reina Sofía,undefined
[9] Hospital Universitario de Salamanca IBSAL,undefined
来源
Bone Marrow Transplantation | 2020年 / 55卷
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页码:1668 / 1670
页数:2
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[1]  
MacDonald KP(2017)Chronic graft-versus-host disease: biological insights from preclinical and clinical studies Blood 129 13-21
[2]  
Hill GR(2009)Standard graft-versus-host disease prophylaxis with or without anti-T-cell globulin in haematopoietic cell transplantation from matched unrelated donors: a randomised, open-label, multicentre phase 3 trial Lancet Oncol 10 855-64
[3]  
Blazar BR(2017)Novel targets in the treatment of chronic graft-versus-host disease Leukemia 31 543-54
[4]  
Finke J(2016)Biomarker panel for chronic graft-versus-host disease J Clin Oncol 34 2583-90
[5]  
Bethge WA(2019)Machine learning reveals chronic graft-versus-host disease phenotypes and stratifies survival after stem cell transplant for hematologic malignancies Haematologica 104 189-96
[6]  
Schmoor C(2017)Classification systems for chronic graft-versus-host disease Blood 129 30-37
[7]  
Ottinger HD(2001)Randon forest Mach Learn 45 5-32
[8]  
Stelljes M(2006)Gene selection and classification of microarray data using random forest BMC Bioinforma 7 1-13
[9]  
Zander AR(2010)The EM algorithm and the rise of computational biology Stat Sci 25 476-91
[10]  
Im A(2010)Feature selection with Boruta Package J Stat Soft 36 2-13