The Collaborative International Dictionary of English v.0.48:

Sitophobia \Si`to*pho"bi*a\, n. [NL., fr. Gr. ???? food + ????
   fear.] (Med.)
   A version to food; refusal to take nourishment. [Written also
   sitiophobia.]
   [1913 Webster]