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 :
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