How do I switch stock certificates to book entry form?

I have some old stock certificates of Disney and Wal-Mart and would like to keep the shares, but would like to get them in book-entry form. I'm looking at using an internet-based brokerage firm (Scottrade, E-Trade, etc.) Is this something they can do?
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