The paper analyzes the status quo of stroke screening and evaluation, builds a visual knowledge graph of stroke prevention and treatment with risk factors as the core, and elaborates its conceptual structure and building process, risk assessment model structure and factor coefficient calculation method, result analysis and risk factor classification, etc.