You can download the sheet music for the Leighton Bros/Ron Shields version from Levy: Frankie and Johnny, or, You'll Miss Me in the Days to Come. (you can view it there, or there is a pdf link on the page). And while the entry gives 1919 as the publication date, the sheet music has 1912 as the copyright date.

Mick