论文信息 - An architecture for medical knowledge-based assistance systems

An architecture for medical knowledge-based assistance systems

Medical problems can be hierarchically decomposed into subproblems. In general, the problems are solved by humans. For some very seldom occurring subproblems e.g. developing a patient management plan for the acute radiation syndrome, or for routine problems, e.g. report generation in laboratory medicine for 95% of the cases, knowledge-bases could perform the task more efficiently than humans. An architecture for medical knowledge-based assistance systems is presented allowing for the co-operation of physicians and knowledge-bases to efficiently solve medical problems. The collaboration is obtained by applying a cognitive problem-solving model implemented on a blackboard control architecture. The architecture has been prototypically implemented and partially evaluated for the medical management of the acute radiation syndrome and in laboratory medicine.

[1] Barbara Hayes-Roth,et al. A Blackboard Architecture for Control , 1985, Artif. Intell..

[2] John R. Anderson. Cognitive Psychology and Its Implications , 1980 .

[3] E H Shortliffe,et al. Graphical Access to Medical Expert Systems: II. Design of an Interface for Physicians , 1986, Methods of Information in Medicine.

[4] M. Ramoni,et al. An epistemological framework for medical knowledge-based systems , 1992, IEEE Trans. Syst. Man Cybern..

[5] Randolph A. Miller,et al. Towards computer-assisted maintenance of medical knowledge bases , 1990, Artif. Intell. Medicine.

[6] Irene Greif,et al. Computer-supported cooperative work: a book of readings , 1988 .

[7] Johan de Kleer,et al. An Assumption-Based TMS , 1987, Artif. Intell..

[8] Barbara Hayes-Roth,et al. Guaranteeing real-time response with limited resources , 1993, Artif. Intell. Medicine.

[9] H Kindler,et al. A general hypertext-based explanation component for medical knowledge-based systems. , 1995, Medinfo. MEDINFO.

[10] Gerhard Fischer,et al. Communication requirements for cooperative problem solving systems , 1990, Inf. Syst..

[11] M. Hammer,et al. Reengineering the Corporation , 1993 .

[12] Jon Doyle,et al. A Truth Maintenance System , 1979, Artif. Intell..

[13] Hauke Kindler,et al. Mapping Laboratory Medicine onto the Select and Test Model to Facilitate Knowledge-Based Report Generation in Laboratory Medicine , 1995, AIME.