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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Bibliographische Detailangaben
Hauptverfasser: Bianchi, N., Bottoni, P., Garbay, C., Mussio, P., Spinu, C.
Format: Buchkapitel
Sprache:eng
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Beschreibung
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.
ISSN:0302-9743
1611-3349
DOI:10.1007/BFb0029474