Literature DB >> 9861506

IDEM: a Web application of case-based reasoning in histopathology.

C Le Bozec1, M C Jaulent, E Zapletal, D Heudes, P Degoulet.   

Abstract

Different software engineering and artificial intelligence methods can be used to design Internet retrieval of prototypical medical images. We used the case-based reasoning (CBR) approach to provide an 'intelligent' access to a collection of illustrated medical cases through the Internet. This paper presents a Web interface for the CBR system IDEM (image and diagnosis from examples in medicine) in the domain of breast pathology. Thanks to the definition of a similarity measure between the descriptions of cases we propose a flexible querying of the case-base and a quantitative browsing among cases through similarity links. The resemblance rates provided by the system argue for the quality and the relevancy of the retrieved data. The flexibility of the querying process is robust to missing information and could be adapted to a daily practice. The CBR approach is a promising method for a clinical relevant and an efficient retrieval of reference images and diagnosis clues through Internet.

Mesh:

Year:  1998        PMID: 9861506     DOI: 10.1016/s0010-4825(98)00028-6

Source DB:  PubMed          Journal:  Comput Biol Med        ISSN: 0010-4825            Impact factor:   4.589


  2 in total

1.  Towards content-based image retrieval in a HIS-integrated PACS.

Authors:  C Le Bozec; E Zapletal; M C Jaulent; D Heudes; P Degoulet
Journal:  Proc AMIA Symp       Date:  2000

2.  The diagnostic path, a useful visualisation tool in virtual microscopy.

Authors:  Thomas Schrader; Sonja Niepage; Thomas Leuthold; Kai Saeger; Karsten Schluns; Peter Hufnagl; Klaus Kayser; Manfred Dietel
Journal:  Diagn Pathol       Date:  2006-11-08       Impact factor: 2.644

  2 in total

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