経直腸的超音波断層法による前立腺癌診断へのファジィ推論の応用

概要

論文の詳細を見る
Ultrasonogram of prostatic cancer is heterogeneous and the clinical diagnosis by ultrasonography might be variable depending on the physicians. Japanese Urological Association and Pathological Society published "the general rule for clinical and pathological studies on prostatic cancer, 1985", in which six items of echogram should be checked by binary judgement. We used three of them ((1) asymmetry in shape, (2) margins of the capsule, (3) internal echogenicity) and added three items ((4) F-line, (5) image of peripheral zone, (6) distance between the rectal wall and the bottom of capsule). Fuzzy scales and fuzzy inference were used. Membership functions were prepared to each item. The final desicion was made by the center of the gravity of the max-sets of membership functions for output. The results were fitted of some items can not be contributed enough, but the often particular informations can produce sharp effect. So, we are making an attempt to get the inferactive effects among the particular items.
バイオメディカル・ファジィ・システム学会の論文