Hi @Roni S, yes you can. See the link below:
https://www.humanservices.gov.au/individuals/services/medicare/medicare-card/enrol/how-enrol-or-re-enrol#permanentresidencyapplicant
https://www.humanservices.gov.au/individuals/forms/ms004
Hope this helps....