How to remove old computers from Active Directory on 2003 server?

I am managing our Active Directory on 2003 Server Domain controller. I have many computers which do not exist anymore. How do I remove these from the Active Directory list, if I don’t have a record of them? i do not know which computer is alive or not.

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