About Medical Chest Associates. Medical Chest Associates is a group practice with 2 locations. Currently, Medical Chest Associates specializes in Critical Care Medicine, Internal Medicine, Neurology, Pulmonary Critical Care, Pulmonary Disease and Sleep Medicine with 4 physicians..