"The Lost Weekend" is the name that was used by John Lennon to describe the period of time in which he was separated from wife Yoko Ono-- and the main love interest's name is Maggie Mae, much like the traditional Liverpool song, of which was covered by the Beatles on their album Let It Be (1970).
Not included among the "1001 Movies You Must See Before You Die", edited by Steven Schneider.