Virus protection on USB drive in Windows Vista

I was recently at an international conference and loaded a PowerPoint presentation via a USB thumb-drive at the conference.  I have been told that thumb-drives have been infected with a virus that will transfer to any Windows computer upon plugging the thumb-drive into the USB port.  How can I remove this virus safely from my thumb-drive, or should I just throw it away?  Thanks!