stats for following nominal variables over time??

Hi all,

I'm trying to find a method of examining the patterns in symptoms over time. These are only nominal categories.

Each patient has several appointments with their doctor, and at each appointment they have one or more symptoms.

As time progresses, they may reach a diagnosis related to these symptoms.

Can anyone think of statistical analyses that involve following nominal variables over time?