Kathleen Symons was last seen in the Tighnabruaich area of Cowal, Argyll and Bute on Tuesday, 16 March.
The 34-year-old is white, 5ft 7in tall and has black hair.
Officers are appealing to the public for help to trace the missing woman.
A police spokeswoman said officers in Dunoon are asking anyone with information about Ms Symons whereabouts should call 101 citing the code: 4253 of 27 March.
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Kathleen Symons who has been missing for the last two weeks picture: Police Scotland