Artificial Intelligence in Medicine
Volume 37, Issue 3 , Pages 163-165 , July 2006

Knowledge-based data analysis and interpretation

  • Blaz Zupan

      Affiliations

    • University of Ljubljana, Faculty of Computer and Information Science, Trzaska 25, SI-1000 Ljubljana, Slovenia
    • Baylor College of Medicine, Department of Molecular and Human Genetics, 1 Baylor Plaza, Houston, TX 77030, USA
    • Corresponding Author InformationCorresponding author. Tel.: +1 386 1 4768 402; fax: +1 386 1 4264 647.
    • ,
  • John H. Holmes

      Affiliations

    • University of Pennsylvania School of Medicine, Center for Clinical Epidemiology and Biostatistics, 726 Blockley Hall, 423 Guardian Drive, Philadelphia, PA 19104, USA
    • ,
  • Riccardo Bellazzi

      Affiliations

    • University of Pavia, Dipartimento di Informatica e Sistemistica, via Ferrata 1, 27100 Pavia, Italy

References 

  1. Van der Spek R, Spijkervet A. Knowledge management: dealing intelligently with knowledge. In:  Liebowitz J,  Wilcox LC editor. Knowledge management and its integrative elements. Boca Raton: CRC Press; 1997;
  2. Michie D. Machine learning and knowledge acquisition. In:  Cawkell AE editors. Handbook of information technology and office systems. North-Holland: Elsevier Science Publishers; 1986;
  3. Michalski RS. Pattern recognition and rule-guided inference. IEEE Transact Pattern Anal Machine Intell. 1980;2:349–361
  4. Pazzani MJ, Mani S, Shankle WR. Acceptance of rules generated by machine learning among medical experts. Methods Inf Med. 2001;40:380–385
  5. Kononenko I. Machine learning for medical diagnosis: history, state of the art and perspective. Artif Intell Med. 2001;23:89–109
  6. Widmer G, Horn W, Nagele B. Automatic knowledge base refinement: learning from examples and deep knowledge in rheumatology. Artif Intell Med. 1993;5:225–243
  7. Rubin DL, Dameron O, Bashir Y, Grossman D, Dev P, Musen, MA. Using ontologies linked with geometric models to reason about penetrating injuries, Artif Intell Med 2006; doi:10.1016/j.artmed.2006.03.006.
  8. Moskovitch R, Cohen-Kashi S, Dror U, Levy I, Maimon A, Shahar Y. Multiple hierarchical classification of free-text clinical guidelines, Artif Intell Med 2006; doi:10.1016/j.artmed.2006.04.001.
  9. Langley P, Shiran O, Shrager J, Todorovski L, Pohorille A. Constructing explanatory process models from biological data and knowledge, Artif Intell Med 2006;this issue.
  10. Aigner W, Miksch S. CareVis: integrated visualization of computerized protocols and temporal patient data, Artif Intell Med 2006; doi:10.1016/j.artmed.2006.04.002.

PII: S0933-3657(06)00037-6

doi: 10.1016/j.artmed.2006.03.001

Artificial Intelligence in Medicine
Volume 37, Issue 3 , Pages 163-165 , July 2006

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