M-BISON: Microarray-Based Integration of data SOurces using Networks

This method uses an undirected graphical model, the Boltzmann machine, to integrate biological knowledge (i.e. Gene Ontology or Pathway annotation) with gene expression data. The ultimate goal is to identify differentially expressed genes more accurately than what is possible with microarray data alone. <br/><br/>This project includes the following software/data packages: <br/> <ul> <li> <a href="https://simtk.org/frs?group_id=130#pack_153">m-bison </a> </li> </ul>

本方法采用无向图模型，即玻尔兹曼机，将生物学知识（例如基因本体或通路注释）与基因表达数据相结合。其最终目标是比仅使用微阵列数据更为精确地识别差异表达基因。该项目包括以下软件/数据包：
<ul>
<li><a href="https://simtk.org/frs?group_id=130#pack_153">m-bison</a></li>
</ul>