The objectives of this randomized, double-blind pilot study of 20 subjects with severe alcohol withdrawal are to a) determine if adding ketamine 0.5 mg/kg per hour to dexmedetomidine 0.6 µg/kg per hour (both agents administered for up to 72 hours) as adjunctive therapies to a symptom-triggered benzodiazepine protocol reduces the dose requirements of conventional sedatives while maintaining patient comfort and safety; and to b) explore whether epinephrine, a marker of autonomic activity, is expressed differently when ketamine is added to dexmedetomidine as adjunctive therapies.