Do I need to remove bounced emails from my lists?

Hi, I have inherited a list of about 28,000 emails.
In my first mailing I received almost 4,000 rebounds.

What protocol should I go for proper cleaning of bounced emails? Can you please explain the steps? (or point me to a thread...)

Thank you.