What is the recommended treatment for a 63-year-old patient with new onset aphasia and right hemiparesis, who had milder/similar symptoms that resolved in 30 minutes two days ago and had a similar episode lasting 45 minutes yesterday, and the current symptoms started 1.5 hours ago, with a CT scan showing no stroke or hemorrhage?