Multitask Pattern Recognition Algorithm for the Medical Decision Support System

  • Authors:
  • Edward Puchala;Marek Kurzynski

  • Affiliations:
  • -;-

  • Venue:
  • ISMDA '01 Proceedings of the Second International Symposium on Medical Data Analysis
  • Year:
  • 2001

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Abstract

The paper presents algorithms of the multitask recognition for the decomposed dependent approach. First one, with full probabilistic information and second one, algorithms with learning sequence. We have focused our attention on the multitask recognition technique and its application to the computer aided diagnostic and therapeutic decision in non-Hodgkin lymphoma disease. Adequate computer system was projected. This system has been practically implemented in Department of Hematology if Wroclaw Medical Academy in Poland.