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
Link To Document