The Wait-Die Scheme is a deadlock prevention mechanism used in database systems to manage concurrent transactions by allowing older transactions to wait while aborting younger ones if a conflict arises. This approach helps in maintaining system consistency and preventing resource starvation by ensuring that older transactions are prioritized over newer ones in case of a deadlock scenario.