This is already possible for certain genetic disorders.
For late-life diseases though, it's likely they are linked to exposure to something during the individuals lifetime (i.e. parkinson's disease from pesticide exposure) and genetic makeup can only predict probabilities for susceptibility.
Alzheimer's specifically is thought to be linked to chronic aluminum exposure (e.g. water treatment, antiperspirant deodorant, etc.).