The Collaborative International Dictionary of English v.0.48:

Nosophobia \Nos`o*pho"bi*a\, n. [NL.; no`sos disease + fo`bos
   fear.] (Med.)
   Morbid dread of disease.
   [Webster 1913 Suppl.]