Susan McLean, 61, from Pennsylvania, had last been seen in Aberfeldy on 17 May. She had been on a two-week tour of Scotland with her family.
The remains were found by volunteer searchers in a wooded area near the town on Saturday.
Police Scotland said there were no suspicious circumstances.
Human remains found in woodland in Perthshire have been confirmed as a missing American tourist.