Yes you can, by using a content editor web part, another web part (can't remember the name but someone will help me) that can tell you the ID of the portion you want to hide by displaying it as you mouse over it, and a little bit of javascript.
You find out the ID for the portion your wanting to hide, then you write a line of JavaScript to hide that portion and put it in a Content Editor web part that's hidden on the page. The nice thing about this is it doesn't require editing the page itself, and if you want to restore it you can just remove the content editor wp with your javascript, or comment the javascript out and everythings back to normal.
If someone doesn't post the details, once I get to work I'll follow up with them.