Guided interactive diagnostic systems

A guided interactive approach to computer-aided medical diagnosis is presented. This approach is based on dynamic taxonomies, a knowledge management model that allows the guided interactive exploration of complex information bases. The problem of the diagnosis of pathologies is recasted as a problem of exploring and thinning out candidate pathologies on the basis of symptoms and other observable features.

[1]  Edward H. Shortliffe,et al.  Rule Based Expert Systems: The Mycin Experiments of the Stanford Heuristic Programming Project (The Addison-Wesley series in artificial intelligence) , 1984 .

[2]  Bruce G. Buchanan,et al.  The MYCIN Experiments of the Stanford Heuristic Programming Project , 1985 .

[3]  D. Lindberg,et al.  The Unified Medical Language System , 1993, Methods of Information in Medicine.

[4]  Jacques Bouaud,et al.  Hypertextual navigation operationalizing generic clinical practice guidelines for patient-specific therapeutic decisions , 1998, AMIA.

[5]  Dennis Wollersheim,et al.  Methodology for creating a sample subset of dynamic taxonomy to use in navigating medical text databases , 2002, Proceedings International Database Engineering and Applications Symposium.

[6]  Kevin Li,et al.  Faceted metadata for image search and browsing , 2003, CHI '03.

[7]  M. E. Maron,et al.  An evaluation of retrieval effectiveness for a full-text document-retrieval system , 1985, CACM.

[8]  Giovanni Maria Sacco,et al.  Dynamic Taxonomies: A Model for Large Information Bases , 2000, IEEE Trans. Knowl. Data Eng..

[9]  Patrick Brézillon,et al.  Context in problem solving: a survey , 1999, The Knowledge Engineering Review.

[10]  Bernard M. E. Moret,et al.  Decision Trees and Diagrams , 1982, CSUR.

[11]  Jacques Bouaud,et al.  ONCODOC: a successful experiment of computer-supported guideline development and implementation in the treatment of breast cancer , 2001, Artif. Intell. Medicine.

[12]  Raymond Reiter,et al.  Characterizing Diagnoses and Systems , 1992, Artif. Intell..

[13]  Pietro Torasso,et al.  A Theory of Diagnosis for Incomplete Causal Models , 1989, IJCAI.

[14]  Giovanni Maria Sacco Analysis and Validation of Information Access Through Mono, Multidimensional and Dynamic Taxonomies , 2006, FQAS.