Abstract:The diagnosis of major depressive disorder( MDD) is mainly based on clinical symptoms. Objective biomarkers of MDD has been one of the research focuses. In recent years, the application of pattern recognition in the analysis of neuroimaging data has obtained certain research results. This paper reviews the application of pattern recognition in the diagnosis and treatment of MDD.