Title :
KIDS (knowledge-based diagnosis system)-a specialized architecture
Author :
Manon, Gilles ; Pesty, Sylvie ; Garbay, Catherine
Author_Institution :
CNRS, Grenoble, France
Abstract :
The design of architectures is presented for knowledge-based image diagnosis systems (KIDS). Two basic constructs (knowledge sources and knowledge processors) are first presented as modeling the capabilities involved in the tasks of problem modeling and solving. These constructs are then specialized to fit the image-interpretation problem. The architecture is conceived as a network of agents, each responsible for a well-delimited task. The agents cooperate in solving the problem at hand. It is obtained by distributing the knowledge, expertise, and control abilities. Examples are provided in the field of biomedicine (cyto- and histopathology)
Keywords :
computerised pattern recognition; knowledge based systems; medical diagnostic computing; KIDS; architectures; biomedicine; design; image-interpretation; knowledge processors; knowledge sources; knowledge-based image diagnosis systems; medical diagnostic computing; modeling; problem solving; Biomedical imaging; Centralized control; Distributed control; Information analysis; Medical expert systems; Object oriented programming; Problem-solving; Robustness;
Conference_Titel :
Pattern Recognition, 1988., 9th International Conference on
Conference_Location :
Rome
Print_ISBN :
0-8186-0878-1
DOI :
10.1109/ICPR.1988.28422