教師資料查詢 | 類別: 期刊論文 | 教師: 蘇木春 SU MU-CHUN (瀏覽個人網頁)

標題:Use of neural networks as medical diagnosis expert systems
學年83
學期1
出版(發表)日期1994/11/01
作品名稱Use of neural networks as medical diagnosis expert systems
作品名稱(其他語言)
著者Su, Mu-chun
單位淡江大學電機工程學系
出版者Oxford: Pergamon
著錄名稱、卷期、頁數Computers in biology and medicine 24(6), pp.419-429
摘要A major bottleneck in building expert systems is the process of acquiring the required knowledge in the form of production rules. A novel class of neural networks is proposed to articulate the knowledge it learned from a set of examples. It provides an appealing solution to the problem of knowledge acquisition. After training, the knowledge embedded in the numerical weights of trained neural networks can be easily extracted and represented in the form of production rules. The approach is demonstrated by an example of a hypothesis regarding the pathophysiology of diabetes.
關鍵字
語言英文
ISSN0010-4825;1879-0534
期刊性質國外
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產學合作
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國別英國
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