Literature DB >> 9929346

Unified modeling language and design of a case-based retrieval system in medical imaging.

C LeBozec1, M C Jaulent, E Zapletal, P Degoulet.   

Abstract

One goal of artificial intelligence research into case-based reasoning (CBR) systems is to develop approaches for designing useful and practical interactive case-based environments. Explaining each step of the design of the case-base and of the retrieval process is critical for the application of case-based systems to the real world. We describe herein our approach to the design of IDEM--Images and Diagnosis from Examples in Medicine--a medical image case-based retrieval system for pathologists. Our approach is based on the expressiveness of an object-oriented modeling language standard: the Unified Modeling Language (UML). We created a set of diagrams in UML notation illustrating the steps of the CBR methodology we used. The key aspect of this approach was selecting the relevant objects of the system according to user requirements and making visualization of cases and of the components of the case retrieval process. Further evaluation of the expressiveness of the design document is required but UML seems to be a promising formalism, improving the communication between the developers and users.

Mesh:

Year:  1998        PMID: 9929346      PMCID: PMC2232244     

Source DB:  PubMed          Journal:  Proc AMIA Symp        ISSN: 1531-605X


  1 in total

1.  Case-based reasoning and imaging procedure selection.

Authors:  C E Kahn; G M Anderson
Journal:  Invest Radiol       Date:  1994-06       Impact factor: 6.016

  1 in total
  5 in total

1.  Similar cases retrieval from the database of laboratory test results.

Authors:  Zhenjun Yang; Yasushi Matsumura; Shigeki Kuwata; Hideo Kusuoka; Hiroshi Takeda
Journal:  J Med Syst       Date:  2003-06       Impact factor: 4.460

2.  A customizable similarity measure between histological cases.

Authors:  Marie-Christine Jaulent; Adil Bennani; Christel Le Bozec; Eric Zapletal; Patrice Degoulet
Journal:  Proc AMIA Symp       Date:  2002

3.  The application of the unified modeling language in object-oriented analysis of healthcare information systems.

Authors:  Vinod Aggarwal
Journal:  J Med Syst       Date:  2002-10       Impact factor: 4.460

4.  Towards case-based medical learning in radiological decision making using content-based image retrieval.

Authors:  Petra Welter; Thomas M Deserno; Benedikt Fischer; Rolf W Günther; Cord Spreckelsen
Journal:  BMC Med Inform Decis Mak       Date:  2011-10-27       Impact factor: 2.796

5.  Content-based histopathology image retrieval using CometCloud.

Authors:  Xin Qi; Daihou Wang; Ivan Rodero; Javier Diaz-Montes; Rebekah H Gensure; Fuyong Xing; Hua Zhong; Lauri Goodell; Manish Parashar; David J Foran; Lin Yang
Journal:  BMC Bioinformatics       Date:  2014-08-26       Impact factor: 3.169

  5 in total

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