Sorry, but there are no tax deductions for that. You get the peace of mind that you are doing your best for your aging parents. You say that you moved into their home----if you are paying for over half their support --including their housing-----and they had only a small income of less than $5050 each, then you might be able to claim them as your dependents for a $500 credit for other dependents for each one of them.
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