tailieunhanh - Pathway activity inference for multiclass disease classification through a mathematical programming optimisation framework

Applying machine learning methods on microarray gene expression profiles for disease classification problems is a popular method to derive biomarkers, . sets of genes that can predict disease state or outcome. Traditional approaches where expression of genes were treated independently suffer from low prediction accuracy and difficulty of biological interpretation. |

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