Found a B-24 from the 454th BG with the name "Miss America 1944" with the portrait of a woman. The serial number is 42-52312.
Pictures of the nose art can be seen here:
http://www.b24bestweb.com/Pics-M-MIS...44-MISS_AZ.htm
And here, about 3/4 down the page:
http://www.web-birds.com/15th/454/454th.html
Could the Miss America site be incorrect and the bomber her picture was on is actually a B-24? Can not find a B-17 that matches the description.