The invention relates to a method for selecting a patient suffering stroke for a reperfusion therapy based on determining the level of retinol binding protein-4 (RBP4) and N-terminal fragment of B-type natriuretic peptide (NT-proBNP) in an isolated sample of said patient. The invention also relates to a method of differentiating ischemic stroke from haemorrhagic stroke and to kits comprising reagents to carry out the methods.