Resultats de la cerca - James D. Malley

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  1. 1
    Predictor correlation impacts machine learning algorithms: implications for genomic studies

    Predictor correlation impacts machine learning algorithms: implications for genomic studies per Kristin K. Nicodemus, James D. Malley

    Publicat 2009
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  2. 2
    An introduction to recursive partitioning: Rationale, application, and characteristics of classification and regression trees, bagging, and random forests.

    An introduction to recursive partitioning: Rationale, application, and characteristics of classification and regression trees, bagging, and random forests. per Carolin Strobl, James D. Malley, Gerhard Tutz

    Publicat 2009
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  3. 3
    The behaviour of random forest permutation-based variable importance measures under predictor correlation

    The behaviour of random forest permutation-based variable importance measures under predictor correlation per Kristin K. Nicodemus, James D. Malley, Carolin Strobl, Andreas Ziegler

    Publicat 2010
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  4. 4
    Short‐term prediction of mortality in patients with systemic lupus erythematosus: Classification of outcomes using random forests

    Short‐term prediction of mortality in patients with systemic lupus erythematosus: Classification of outcomes using random forests per Michael M. Ward, Sinisa Pajevic, Jonathan M. Dreyfuss, James D. Malley

    Publicat 2006
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  5. 5
    Using Multivariate Machine Learning Methods and Structural MRI to Classify Childhood Onset Schizophrenia and Healthy Controls

    Using Multivariate Machine Learning Methods and Structural MRI to Classify Childhood Onset Schizophrenia and Healthy Controls per Deanna Greenstein, James D. Malley, Brian Weisinger, Liv Clasen, Nitin Gogtay

    Publicat 2012
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  6. 6
    What makes a good prediction? Feature importance and beginning to open the black box of machine learning in genetics

    What makes a good prediction? Feature importance and beginning to open the black box of machine learning in genetics per Anthony M. Musolf, Emily Holzinger, James D. Malley, Joan E. Bailey‐Wilson

    Publicat 2021
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  7. 7
    Detecting gene-gene interactions using a permutation-based random forest method

    Detecting gene-gene interactions using a permutation-based random forest method per Jing Li, James D. Malley, Angeline S. Andrew, Margaret R. Karagas, Jason H. Moore

    Publicat 2016
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  8. 8
    Studies of murine schistosomiasis reveal interleukin-13 blockade as a treatment for established and progressive liver fibrosis

    Studies of murine schistosomiasis reveal interleukin-13 blockade as a treatment for established and progressive liver fibrosis per Mónica G. Chiaramonte, Allen W. Cheever, James D. Malley, Debra D. Donaldson, Thomas A. Wynn

    Publicat 2001
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  9. 9
    Brief review of regression‐based and machine learning methods in genetic epidemiology: the Genetic Analysis Workshop 17 experience

    Brief review of regression‐based and machine learning methods in genetic epidemiology: the Genetic Analysis Workshop 17 experience per Abhijit Dasgupta, Yan V. Sun, Inke R. König, Joan E. Bailey‐Wilson, James D. Malley

    Publicat 2011
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  10. 10
    Where have all the women gone?

    Where have all the women gone? per Julia Longenecker, Jamie Genderson, Dwight Dickinson, James D. Malley, Brita Elvevåg, Daniel R. Weinberger, James M. Gold

    Publicat 2010
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  11. 11
    Paucity of Genes on the <i>Drosophila</i> X Chromosome Showing Male-Biased Expression

    Paucity of Genes on the <i>Drosophila</i> X Chromosome Showing Male-Biased Expression per Michael Parisi, Rachel Nuttall, Daniel Q. Naiman, Gerard G. Bouffard, James D. Malley, Justen Andrews, Scott Eastman, Brian Oliver

    Publicat 2003
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  12. 12
    Global analysis of X-chromosome dosage compensation.

    Global analysis of X-chromosome dosage compensation. per Vaijayanti Gupta, Michael Parisi, David Sturgill, Rachel Nuttall, Michael Doctolero, Olga K Dudko, James D Malley, Peter Eastman, Brian Oliver

    Publicat 2006
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  13. 13
    Clinical and immunogenetic prognostic factors for radiographic severity in ankylosing spondylitis

    Clinical and immunogenetic prognostic factors for radiographic severity in ankylosing spondylitis per Michael M. Ward, Matthew R. Hendrey, James D. Malley, Thomas J. Learch, John C. Davis, John D. Reveille, Michael H. Weisman

    Publicat 2009
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  14. 14
    The Clinical Phenotypes of the Juvenile Idiopathic Inflammatory Myopathies

    The Clinical Phenotypes of the Juvenile Idiopathic Inflammatory Myopathies per Mona Shah, Gulnara Mamyrova, Ira N. Targoff, Adam M. Huber, James D. Malley, Madeline Murguia Rice, Frederick W. Miller, Lisa G. Rider

    Publicat 2012
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  15. 15
    Habit and Skill Learning in Schizophrenia: Evidence of Normal Striatal Processing With Abnormal Cortical Input

    Habit and Skill Learning in Schizophrenia: Evidence of Normal Striatal Processing With Abnormal Cortical Input per Thomas W. Weickert, Alejandro Terrazas, Llewellyn B. Bigelow, James D. Malley, Thomas M. Hyde, Michael Egan, Daniel R. Weinberger, Terry E. Goldberg

    Publicat 2002
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  16. 16
    r2VIM: A new variable selection method for random forests in genome-wide association studies

    r2VIM: A new variable selection method for random forests in genome-wide association studies per Silke Szymczak, Emily Holzinger, Abhijit Dasgupta, James D. Malley, Anne M. Molloy, James L. Mills, Lawrence C. Brody, Dwight Stambolian, Joan E. Bailey‐Wilson

    Publicat 2016
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  17. 17
    A survey of ovary-, testis-, and soma-biased gene expression in Drosophila melanogasteradults

    A survey of ovary-, testis-, and soma-biased gene expression in Drosophila melanogasteradults per Michael Parisi, Rachel Nuttall, Pamela Edwards, James M. Minor, Daniel Q. Naiman, Jining Lü, Michael Doctolero, Marina Vainer, Chan Cathy, James D. Malley, Scott Eastman, Brian Oliver

    Publicat 2004
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  18. 18
    Immunogenetic risk and protective factors for juvenile dermatomyositis in Caucasians

    Immunogenetic risk and protective factors for juvenile dermatomyositis in Caucasians per Gulnara Mamyrova, Terrance P. OʼHanlon, Jason B. Monroe, Danielle M. Carrick, James D. Malley, Sharon Adams, Ann M. Reed, Ejaz A. Shamim, Laura James‐Newton, Frederick W. Miller, Lisa G. Rider

    Publicat 2006
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  19. 19
    Comparison of Vaccine Strategies Using Recombinant env–gag–pol MVA with or without an Oligomeric Env Protein Boost in the SHIV Rhesus Macaque Model

    Comparison of Vaccine Strategies Using Recombinant env–gag–pol MVA with or without an Oligomeric Env Protein Boost in the SHIV Rhesus Macaque Model per Patricia L. Earl, Linda S. Wyatt, David C. Montefiori, Miroslawa Bilska, Ruth Woodward, Phillip D. Markham, James D. Malley, Thorsten U. Vogel, Todd M. Allen, David I. Watkins, N. R. Miller, Bernard Moss

    Publicat 2002
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  20. 20
    Immunogenetic Risk and Protective Factors for the Idiopathic Inflammatory Myopathies

    Immunogenetic Risk and Protective Factors for the Idiopathic Inflammatory Myopathies per Terrance P. OʼHanlon, Danielle M. Carrick, Ira N. Targoff, Frank C. Arnett, John D. Reveille, Mary Carrington, Xiaojiang Gao, Chester V. Oddis, Penelope A. Morel, James D. Malley, Karen G. Malley, Ejaz A. Shamim, Lisa G. Rider, Stephen J. Chanock, Charles B. Foster, Thomas W. Bunch, Perry J. Blackshear, Paul H. Plötz, Lori A. Love, Frederick W. Miller

    Publicat 2006
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