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A Scientific Workflow Platform for Generic and Scalable Object Recognition on Medical Images

, , and . Bildverarbeitung für die Medizin. Algorithmen, Systeme, Anwendungen, Berlin, Germany, Springer, (April 2008)

Abstract

In the research project THESEUS MEDICO we aim at a system combining medical image information with semantic background knowledge from ontologies to give clinicians fully cross-modal access to biomedical image repositories. Therefore joint efforts have to be made in more than one dimension: Object detection processes have to be specified in which an abstraction is performed starting from low-level image features across landmark detection utilizing abstract domain knowledge up to high-level object recognition. We propose a system based on a client-server extension of the scientific workflow platform Kepler that assists the collaboration of medical experts and computer scientists during development and parameter learning.

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