Case-based reasoning for medical decision support tasks: The Inreca approach

被引:33
作者
Althoff, KD
Bergmann, R
Wess, S
Manago, M
Auriol, E
Larichev, OI
Bolotov, A
Zhuravlev, YI
Gurov, SI
机构
[1] Univ Kaiserslautern, Dept Comp Sci, Ctr Learning Syst & Applicat, D-67653 Kaiserslautern, Germany
[2] AcknoSoft, F-75013 Paris, France
[3] Russian Acad Sci, Inst Syst Anal, Moscow 117312, Russia
[4] Russian Acad Sci, Ctr Comp, Moscow 117967, Russia
关键词
case-based reasoning; induction; medical decision support; toxicology domain;
D O I
10.1016/S0933-3657(97)00038-9
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We describe an approach for developing knowledge-based medical decision support systems based on the new technology of case-based reasoning. This work is based on the results of the Inreca European project and preliminary results from the Inreca + project which mainly deals with medical applications. One goal was to start from case-based reasoning technology for technical diagnosis and 'scale-up' to more general non-technical decision support tasks as typically given in medical domains. Inreca technology has been used to build an initial decision support system at the Russian Toxicology Information and Advisory Center in Moscow for diagnosing poison cases caused by psychotropes. (C) 1998 Elsevier Science B.V.
引用
收藏
页码:25 / 41
页数:17
相关论文
共 38 条
[1]  
AAMODT A, 1994, AI COMMUN, V7, P39
[2]  
Althoff K. D., 1995, AI INTELLIGENCE
[3]  
Althoff KD, 1996, WIRTSCHAFTSINF, V38, P8
[4]  
Althoff KD, 1996, AI COMMUN, V9, P109
[5]  
ALTHOFF KD, 1992, GMD STUDIEN, V211, P48
[6]  
ALTHOFF KD, 1996, EVALUATING CASE BASE
[7]  
Althoff Klaus-Dieter, 1997, CASE BASED REASONING
[8]  
[Anonymous], INFORM SYSTEMS DATA
[9]  
BARTSCHSPORL B, 1996, 4 GERM WORKSH CAS BA, P36
[10]  
BOEHM BW, 1988, COMPUTER, V21, P61, DOI 10.1145/12944.12948