How to implement this attribute ?

Hi,
I've this problem.
In our application to control healthcare expense I've implemented a cube with 6 dimensions. (here for who knows Italian : http://www.oracle.com/global/it/customers/profiles/profile_77.html )
The biggest dimension is the "patient" one, with 1.500.000 units at 5th level, grouped in geographic aggregates, until the entire city at highest level.
Now customers wants to have the possibility to select patiens with chronic disease from these. There are about 500 kinds of chronic diseases.
Every patient can have no one, one, or (and this is the problem) more then one of these chronic disease.
How to try to implement this? as a new dimensions or as an attribute ?
I've thought that best way is to introduce a new (chronic diseases) dimension, to have a way to select one or more of these diseases at all levels of patient dimension.
I'm asking how to solve the problem that a single patien can also have more than one disease.
Is there any way to implement this ?

thanks to everyone for the answers
I've some questions.
to olapworld:
have you any sample code to show me how to implement the dimensionalized valueset and the customizations needed ??
to scott:
I think I'm not understanding your suggestion:
my target is to add the "ilnesses" selection to other ones. The most important cube of my applications analyze
healthcare expenses from six dimensions. Customer wants analyze cube "adding" a way to select only "ilnesses" patients and elvaluate their expense.
I'm in doubt becouse a patient can also have more then one ilness, so I can't simply add a "ilnesses" dimensions to the cube and mapping it to an "ilness_id" in the fact table.
How can the two dimensioned cube to help me in this ?
to Rafalm1:
in any case, implementing Count(Distinct patient) would be useful for me, to have a way to count the number of patients who had a healthcae assistence. Can you suggest me how to implement this ?

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