Distributed plan construction and execution for medical image interpretation
Research in the field of medical image interpretation inspired a multi-agent planning model in which a population of agents reaches global goals pursuing local plans and producing partial results. Cooperation is achieved by collecting results, reanalysing the reached state and starting new plans; lo...
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Hauptverfasser: | , , , , |
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Format: | Buchkapitel |
Sprache: | eng |
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Zusammenfassung: | Research in the field of medical image interpretation inspired a multi-agent planning model in which a population of agents reaches global goals pursuing local plans and producing partial results. Cooperation is achieved by collecting results, reanalysing the reached state and starting new plans; local plans are generated and executed in a distributed way. The state is composed of a directed graph, describing the currently obtained results and of an attributed string, concatenating the trace of the performed operations with the current plan. A model of agent and agent generation is presented and an example of application given in the field of liver biopsy interpretation. |
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ISSN: | 0302-9743 1611-3349 |
DOI: | 10.1007/BFb0029474 |