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. “For some people, their symptomology doesn’t fit neatly into a category, or even two or three,” says Dr. Appelbaum.

Healthcare is something that has to be ubiquitously available to people. There is cost associated with it and it requires providing some level of access and a way of financing that care.

People living with HIV and their loved ones should be aware of the symptoms of HIV-associated dementia, so the appropriate diagnostic investigation and treatment can be initiated as soon as possible.

This inventive "machine learning" approach is being used to identify patterns related to better response to treatment across many branches of medicine including psychiatry.