We describe two patients with deep venous thrombosis of the upper extremity who initially were thought to have septic arthritis of the shoulder. These patients had a history of recent intravenous cocaine abuse. The diagnosis of deep venous thrombosis should be considered when a patient with a swollen shoulder has an appropriate history.