The present invention provides methods for desensitization for prevention or diminishing hypersensitivity reactions including C activation-related pseudoallergy (CARPA) and other reactions to particulate medicines. The desensitization is performed via pretreatment using a drug-free vehicle or carrier to eliminate or diminish the clinical symptoms of hypersensitivity.