MIDAS is an algorithm that determines condition specific subpaths, each of which has different activities across multiple phenotypes. MIDAS utilizes gene expression quantity information fully and the network centrality information to determine condition specific subpaths.
Bio & Health Informatics Lab , Seoul National University
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Lee S, Park Y, Kim S.
MIDAS: Mining differentially activated subpaths of KEGG pathways from multi-class RNA-seq data.
Methods. 2017 Jul 15;124:13-24. doi: 10.1016/j.ymeth.2017.05.026. Epub 2017 Jun 1. PMID: 28579402.