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Listando por materia "Epidemiologia genètica"

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    • An efficient algorithm to perform multiple testing in epistasis screening 

      Van Lishout, François; Mahachie John, Jestinah M.; Gusareva, Elena S.; Urrea Gales, Víctor; Cleynen, Isabelle; Théâtre, Emilie; Charloteaux, Benoït; Calle, M. Luz; Wehenkel, Louis; Van Steen, Kristel (2013)
      Background: Research in epistasis or gene-gene interaction detection for human complex traits has grown over the last few years. It has been marked by promising methodological developments, improved ...
    • FAM-MDR: a flexible family-based multifactor dimensionality reduction technique to detect epistasis using related individuals 

      Cattaert, Tom; Urrea Gales, Víctor; Naj, Adam C.; De Lobel, Lizzy; De Wit, Vanessa; Fu, Mao; Mahachie John, Jestinah M.; Shen, Haiqing; Calle, M. Luz; Ritchie, Marylyn D.; Edwards, Todd L.; Van Steen, Kristel (2010-04)
      We propose a novel multifactor dimensionality reduction method for epistasis detection in small or extended pedigrees, FAM-MDR. It combines features of the Genome-wide Rapid Association using Mixed ...
    • Improving strategies for detecting genetic patterns of disease susceptibility in association studies 

      Calle, M. Luz; Urrea Gales, Víctor; Vellalta, Gemma; Malats i Riera, Núria; Steen, K.V. (2008)
      The analysis of gene interactions and epistatic patterns of susceptibility is especially important for investigating complex diseases such as cancer characterized by the joint action of several genes. ...
    • MB-MDR: Model-Based Multifactor Dimensionality Reduction for detecting interactions in high-dimensional genomic data 

      Calle, M. Luz; Urrea Gales, Víctor; Malats i Riera, Núria; Van Steen, Kristel (2008-02-05)
      L’anàlisi de l’efecte dels gens i els factors ambientals en el desenvolupament de malalties complexes és un gran repte estadístic i computacional. Entre les diverses metodologies de mineria de dades que ...
    • mbmdr: an R package for exploring gene–gene interactions associated with binary or quantitative traits 

      Calle, M. Luz; Urrea Gales, Víctor; Malats i Riera, Núria; Van Steen, Kristel (2010)
      Summary: We describe mbmdr, an R package for implementing the model-based multifactor dimensionality reduction (MB-MDR) method. MB-MDR has been proposed by Calle et al. as a dimension reduction method ...
    • Model-Based Multifactor Dimensionality Reduction for detecting epistasis in case–control data in the presence of noise 

      Cattaert, Tom; Calle, M. Luz; Dudek, Scott M.; Mahachie John, Jestinah M.; Van Lishout, François; Urrea Gales, Víctor; Ritchie, Marylyn D.; Van Steen, Kristel (2011)
      Analyzing the combined effects of genes and/or environmental factors on the development of complex diseases is a great challenge from both the statistical and computational perspective, even using a ...
    • Proposal, evaluation and application of two new methodologies for genetic profiling in association studies 

      Urrea Gales, Víctor (2015-04-22)
      L'objectiu de l'epidemiologia genètica és comprendre els efectes dels gens i els factors ambientals en la salut humana. Un aspecte important és l’estudi del paper de la variabilitat genètica en el risc ...
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