A regulatory body looks at how much something "should" cost based on its history of reimbursement and the cost of its inputs and then sets a cap of say, cost + 20%.
The problem is having an independent body that is free of influence of health insurance companies and hospitals, both of which have perverse incentives to continue profiteering.