• DocumentCode
    1653283
  • Title

    A Mathematical Description of Physician Decision Making

  • Author

    Niknam, Kaiser ; Niknam, Sahar

  • Author_Institution
    Biomed. Res. Inst., Shahrud
  • fYear
    2008
  • Firstpage
    581
  • Lastpage
    584
  • Abstract
    This paper presents a mathematical model describing how the physicians actually make a diagnostic decision. Next to a description of diagnostic decision making as done by the physicians, this paper shows that how can we design and develop a new approach to medical diagnosis based on the human principles of decision making. The model was challenged to diagnose a series of actual patients. Real clinical data was entered into the model and the system produced a ranked list of possible diagnoses for each case. The results indicated good performance when compared with internist´s diagnosis. The proposed method is effective and can be applied to describe medical reasoning as done by the physicians.
  • Keywords
    decision making; patient diagnosis; diagnostic decision; medical diagnosis; medical reasoning; physician decision making; Bayesian methods; Biomedical measurements; Decision making; Diseases; Fuzzy logic; Fuzzy reasoning; Fuzzy sets; Mathematical model; Medical diagnosis; Medical diagnostic imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedical Engineering, 2008. ICBBE 2008. The 2nd International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-1747-6
  • Electronic_ISBN
    978-1-4244-1748-3
  • Type

    conf

  • DOI
    10.1109/ICBBE.2008.141
  • Filename
    4535021