The diagnosis of microcytic anemia by a rule-based expert system using VP-Expert.
We describe our experience in creating a rule-based expert system for the interpretation of microcytic anemia using the expert system development tool, VP-Expert, running on an IBM personal computer. VP-Expert processes data (complete blood cell count results, age, and sex) according to a set of user-written logic rules (our program) to reach conclusions as to the following causes of microcytic anemia: alpha- and beta-thalassemia trait, iron deficiency, and anemia of chronic disease. Our expert system was tested using previously interpreted complete blood cell count data. In most instances, there was good agreement between the expert system and its pathologist-author, but many discrepancies were found in the interpretation of anemia of chronic disease. We conclude that VP-Expert has a useful level of power and flexibility, yet is simple enough that individuals with modest programming experience can create their own expert systems. Limitations of such expert systems are discussed.
O'Connor
M L
ML
Department of Pathology, Bowman Gray School of Medicine, Winston-Salem, NC 27103.
McKinney
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T
D000740:Anemia / Q000097:blood / Q000175:diagnosis*; D000747:Anemia, Hypochromic / Q000175:diagnosis; D003937:Diagnosis, Differential / Q000295:instrumentation / Q000379:methods; D003951:Diagnostic Errors; D004909:Erythrocyte Indices / Q000295:instrumentation / Q000379:methods; D004920:Erythropoiesis; D005103:Expert Systems; D006801:Humans; D008838:Microcomputers; D012984:Software; D013789:Thalassemia / Q000175:diagnosis