The book presents different algorithms of diagnosing on the base of clinical symptoms. Some modern techniques as computing with words and the use of non-conventional operations on fuzzy membership degrees and fuzzy numbers are proposed as a new approach to the diagnostic problem. A large part of the work is devoted to differentiating the level of the drug action in the case of symptoms, which either disappear or still prevail after the treatment.