• DocumentCode
    1507605
  • Title

    Foetos: an expert system for fetal assessment

  • Author

    Alonso-Betanzos, Amparo ; Moret-Bonillo, Vicente ; Hernandez-sande, Carlos

  • Author_Institution
    Dept. of Biomed. Eng., Med. Coll. of Georgia, Augusta, GA, USA
  • Volume
    38
  • Issue
    2
  • fYear
    1991
  • Firstpage
    199
  • Lastpage
    211
  • Abstract
    Foetos is an expert system designed to interpret fetal biophysical profile, contraction stress test, and nonstress tests. Foetos was built using the knowledge engineering tool GENIE, which adopts a mixed frame- and rule-based approach to represent the clinical knowledge in the field. Foetos includes diagnostic, prognostic, and therapeutic structures based on heuristic interpretation of such tests and contextual structures which relate interpretation to the overall clinical picture. The results of initial retrospective and prospective program validation show a substantial level of agreement between Foetos´ recommendations and clinical management. Interpretation of the results indicates that the obstetrical field could be an area of interest for the application of AI techniques.
  • Keywords
    expert systems; medical computing; GENIE; clinical knowledge; clinical management; contextual structures; contraction stress test; diagnosis; expert system; fetal assessment; fetal biophysical profile; heuristic interpretation; knowledge engineering tool; nonstress tests; obstetrical field; prognosis; therapy; Artificial intelligence; Expert systems; Fetal heart rate; Fetus; Knowledge engineering; Medical expert systems; Physics; Signal processing; Stress; System testing; Diagnosis, Computer-Assisted; Expert Systems; Female; Fetal Monitoring; Humans; Mass Screening; Online Systems; Pregnancy; Software; User-Computer Interface;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/10.76387
  • Filename
    76387