The severity or type of pleural effusion factors into recovery rates from pleural effusion significantly. With minor pleural effusion, patients can typically recover in a few days or weeks with minimal treatment. However, for patients with malignant pleural effusion (MPE), recovery is less likely, as most patients require chemotherapy and have life expectancy rates of three to 12 months. That said, the majority of pleural effusion cases are benign.