Thanks all! I looked through the land registry site, but wasn't able to find an answer. it might have been a fault in my searching skills.
We decided to just go for it, made an offer on a house, the offer was accepted, and today we talked to a solicitor (as is part of the home purchasing process in the UK). He confirmed that some banks will lend to foreign nationals and others will not. He also stated that foreign nationals can own property in the UK so there is no problem with my husband and I both being on the deed, thank goodness!
Thanks again!
Amy and Ant