Supporting a Medical Diagnostic Process by Selected AI Methods : an Asperger Syndrome Case Study

• Autorzy: Kakiashvili T. , Koczkodaj W. W. , Matheson D. , Montgomery P. , Passi K. , Rybakowski F. , Tadeusiewicz R. , Woodbury-Smith M.
• Języki publikacji: EN

Abstrakty

EN

A medical knowledge-driven diagnostic process can be supported by AI methods as presented here by an Asperger Syndrome case study. Two methods: consistency-driven pairwise comparisons (CDPC) and automatic understanding (AU) are presented in this study. Deficiencies of a data-driven model for the medical diagnostic p rocess and clinical reasoning are also discussed.

Słowa kluczowe

EN

medical diagnostic process; consistency-driven pairwise comparisons; automatic understanding; Asperger syndrome

• Wydawca: Wydawnictwo Uniwersytetu Przyrodniczo-Humanistycznego w Siedlcach
• Czasopismo: Studia Informatica : systems and information technology
• Rocznik: 2008
• Tom: Vol. 1(10)
• Strony: 5--13
• Opis fizyczny: Bibliogr. 10 poz., tab.

Twórcy

autor

Kakiashvili T.

• Laurentian University, Sudbury, Ontario, Canada

autor

Koczkodaj W. W.

• Laurentian University, Sudbury, Ontario, Canada

autor

Matheson D.

• Laurentian University, Sudbury, Ontario, Canada

autor

Montgomery P.

• Laurentian University, Sudbury, Ontario, Canada

autor

Passi K.

• Laurentian University, Sudbury, Ontario, Canada

autor

Rybakowski F.

• Poznan University of Medical Sciences, Poland

autor

Tadeusiewicz R.

• AGH University of Science and Technology, Poland

autor

Woodbury-Smith M.

• Autism Research Centre & Section of Developmental P sychiatry, University of Cambridge, UK

Bibliografia

• [1] Gillberg C., Gillberg C., Rastam M., et al (2001). The Asperger Syndrome (and high-functioning autism) Diagnostic Interview (ASDI). A preliminary study of a new structured clinical interview. Autism, 5, 57–66.
• [2] Kakiashvili T., KielanK., Koczkodaj W.W., Passi K., Tadeusiewicz R., Supporting the Asperger Syndrome Diagnostic Process by Selected AIMethods, Proceedings of artificial intelligence studies. Vol. 4, pp 21-27, 2007.
• [3] Koczkodaj W.W., A new definition of consistency of pairwise comparisons, Mathematical and computer modelling, (18)7, pp, 79-84, 1993.
• [4] Tadeusiewicz R., Ogiela M.R.: Automatic Understanding of Medical Images, New Achievements in Syntactic Analysis of Selected Medical Images, Biocybernetics and Biomedical Engineering, vol. 22, nr 4, 2002, pp. 17-29
• [5] Condorcet M., The Essay on the Application of Analysis to the Probability of Majority Decisions, Paris: Imprimerie Royale, 1785.
• [6] Fechner G., Elemente der Psychophysik (1860, 2nd ed., 1889)
• [7] Thurstone L.L. (1927). A law of comparative judgement. Psychological Review, 34, 278-286.
• [8] Saaty T.L. (1977). A scaling method for priorities in hierarchical structures. Journal of Mathematical Psychology, 15, 234-281.
• [9] Berney T., Asperger syndrome from childhood into adulthood, Advan. Psychiatr. Treat., 2004; 10: 341-351.
• [10] Woodbury-Smith M.R., Volkmar F.R. (2008). Asperger Syndrome: A Review. European Child and Adolescent Psychiatry, 56: 1-11.