Post-stroke depression is a common complication of stroke. In this review，we discussed the advance of the depression scale in recent years， and focuses on the value of the PHQ-9 and HAMD-6 in depression screening and assessment. We also analyzes the problems of scale. In the end， we review the depression prediction factors and models， and introduce the application of event-related potential（ ERP） in screening depression.