76-year-old Emma Ellican was reported missing around 2:30 p.m. from the 5500 block of Westford Road.
Authorities say Ellican was found at Frankford Hospital but no further information was released.
Police say, she recently moved to Philadelphia from the Philippines.
She also suffers with very short term memory and often went missing in the Philippines and would take public transportation, officials say.
No word on Ellican's condition.