Yes, you can file Head of Household if you fit these requirements, they may be eligible as Qualifying Relatives.
"A qualifying relative must meet general rules for dependents and pass these tests:
Please see the IRS publication Dependents for more details.
Provided they meet these guidelines, you can claim them as dependents.
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