1. A method for mild cognitive impairment (MCI) class discovery using gene expression data, comprising: acquiring gene expression data of a patient having MCI; and identifying a putative MCI subtype based on an expression signature in the gene expression data, wherein the putative MCI subtype is identified by using a boosting tree.