Document 1873 DOCN M94A1873 TI Case-based reasoning for AIDS initial assessment. DT 9412 AU Xu L; Xu LD; Cancer Hospital, Shanghai Medical University, China. SO Int Conf AIDS. 1994 Aug 7-12;10(1):431 (abstract no. PD0334). Unique Identifier : AIDSLINE ICA10/94370702 AB Case-based reasoning (CBR) is the problem-solving paradigm where past experiences are used to guide problem-solving. In CBR, cases similar to the current problem are retrieved from the case memory, the best match is selected from those retrieved and adapted to fit the current problem. In AIDS Initial Assessment (AIA), AIDS Intervention and Prevention (AIP) specialists often screen AIDS-risky behaviors by relating the current subject to the previous screening cases. This paper describes a prototype CBR system for AIA. The advantages of the system are: (i) the CBR approach better matches the thought processes in which AIP specialists administering AIA screening; AIDS-risky behavior can now be screened by retrieving case(s) stored in the case memory; (ii) successfully adapted cases are stored so they can be retrieved and reused in the future; (iii) cases can be used to train AIP professionals. When an entry-level AIA specialist joins an AIP program, an important part of his/her training involves going through those previous cases in the case memory. In summary, AIA has proved to be an attractive subject for CBR systems. DE Acquired Immunodeficiency Syndrome/*DIAGNOSIS/PREVENTION & CONTROL *Diagnosis, Computer-Assisted Human MEETING ABSTRACT SOURCE: National Library of Medicine. NOTICE: This material may be protected by Copyright Law (Title 17, U.S.Code).