19th IEEE Symposium on Computer-Based Medical Systems (CBMS'06)
Telederm: Enhancing Dermatological Diagnosis for Rural and Remote Communities
Salt Lake City, Utah
June 22-June 23
ISBN: 0-7695-2517-1
DOI Bookmark:
http://doi.ieeecomputersociety.org/10.1109/CBMS.2006.155
This paper describes techniques used in a Web-based decision support system to enhance dermatological diagnosis for rural and remote communities. We proposed a technique to improve the query representation and shorten the length of the query process, and a knowledge validation technique to help the domain expert supervise and maintain a consistent knowledge base. Experiments were conducted to test the effectiveness of each technique. Results indicated that the new querying technique improves a decision tree query approach. In addition, the results showed that supervised knowledge updating can improve the identification and handling of ambiguous cases to produce 100% correct classification.
Citation:
Monica H. Ou, Geoff A.W. West, Mihai Lazarescu, Chris Clay, "Telederm: Enhancing Dermatological Diagnosis for Rural and Remote Communities," cbms, pp.297-302, 19th IEEE Symposium on Computer-Based Medical Systems (CBMS'06), 2006
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