Supporting triage of children with abdominal pain in the emergency room

S. Wilk, R. Slowinski, W. Michalowski, Salvatore Greco

    Research output: Contribution to journalArticlepeer-review


    The paper describes a methodology used for selecting the most relevant clinical features and for generating decision rules based on selected attributes from a medical data set with missing values. These rules will help emergency room (ER) medical personnel in triage (initial assessment) of children with abdominal pain. Presented approach is based on rough set theory extended with the ability of handling missing values and with the fuzzy measures allowing estimation of a value of information brought by particular attributes. The proposed methodology was applied for analyzing the data set containing records of patients with abdominal pain, collected in the emergency room of the cooperating hospital. Generated rules will be embedded into a computer decision support system that will be used in the emergency room. The system based on results of presented approach should allow improving of triage accuracy by the emergency room staff, and reducing management costs.
    Original languageEnglish
    Pages (from-to)696-709
    Number of pages14
    JournalEuropean Journal of Operational Research
    Issue number3
    Publication statusPublished - 1 Feb 2005


    Dive into the research topics of 'Supporting triage of children with abdominal pain in the emergency room'. Together they form a unique fingerprint.

    Cite this