Mawell: it seems the committee has decreed that you should live in Deerfield. Take a look: <a href="http://www.deerfieldapt.com" target="_blank">http://www.deerfieldapt.com</a>
Others: please, please, don't be put off by ValleyGal's comments about the neighbourhoods around Duke. Although I'm not questioning her veracity, this has not been my experience at all. It's true that Durham does have alot of break-ins, but this is not exclusive to houses -- it also affects apartment complexes and cars. Especially cars. It's part of the socioeconomic reality of the place. ValleyGal's friends may have had more than their fair share of problems -- from what I've heard, places rented by Duke undergrads are considered prime targets, since they're easier to break into and are often filled with really great stuff. But please don't think that house-renting = burglary.
Some people are perfectly content living in self-imposed suburban exile. Other people, like me, find such an environment intolerable. That's why I'm renting a house in one of the neighbourhoods around Duke. Wouldn't even think of living anywhere else, except a similar neighbourhood.
Coalboy: lots of medical students live west of campus in the subdivisions off Morreene Road. This area consists of apartment complexes, townhouses, and some new free-standing houses as well. There are older neighbourhoods that surround Duke on the north, east, and west. For a really thorough look, check out the "neighbourhoods" section of <a href="http://communityhousing.duke.edu" target="_blank">communityhousing.duke.edu</a>, but here's a few names:
Trinity Park is where I live, and it's really lovely. It's just east of east campus, within walking distance of everything, and has a good mix of Duke professors, grad students, some undergrads and frats, and people who have nothing whatsoever to do with Duke (which is always nice.) There are some really GRAND privately-owned houses here with spectacular gardens, but a number of cheap rentals too.
Walltown is just north of Duke, and is also very popular -- can't tell you much about it, since I don't live there, but by all accounts it's a good place. It's the personal favorite neighbourhood of the woman who runs the Duke housing office.
I know two people who live in Watts/Hillandale, also just north of Duke, and swear that it's the best neighbourhood EVER. One of them was talking about all the community events they have like the Halloween parade, where all the kids dress up and look cute, etc. Tight little community.
I know that wasn't much help, but really the only neighbourhood I'm good at describing is my own...