The STORM-PE trial, the first randomized controlled trial of its kind, demonstrates that computer-assisted vacuum thrombectomy (CAVT) significantly improves right ventricular recovery and reduces clot burden compared to anticoagulation alone in patients with intermediate-high risk pulmonary embolism.