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ProDiGe: PRioritization Of Disease Genes with multitask machine learning from positive and unlabeled examples
ProDiGe PRioritization Disease Genes multitask machine learning positive unlabeled examples
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2011/7/6
Elucidating the genetic basis of human diseases is a central goal of genetics and molecular biology. While traditional linkage analysis and modern high-throughput techniques often provide long lists o...
Bayesian testing of many hypotheses times many genes：A study of sleep apnea
Bayesian hypothesis testing FDR control hierarchical models multiple comparisons
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2010/3/18
Substantial statistical research has recently been devoted to the
analysis of large-scale microarray experiments which provide a mea-
sure of the simultaneous expression of thousands of genes in a p...
The Cyclohedron Test for Finding Periodic Genes in Time Course Expression Studies
Cyclohedron Test Periodic Genes Time Course Expression Studies
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2010/4/27
The problem of finding periodically expressed genes from time course microarray
experiments is at the center of numerous efforts to identify the molecular components
of biological clocks. We present...