Inclusion Criteria:  Patients presenting with acute ischemic stroke to the emergency department, transient ischaemic attack clinic, or hyperacute stroke unit Adults aged over 18 years Patients receiving a magnetic resonance imaging (MRI) scan  Exclusion Criteria:  Insufficient clinical demographic and outcome data (<75% of all variables) No acute stroke diagnosis or identifiable lesion on MRI Patients with a computed tomography scan only