Abstract
This paper describes the internet-based expert system DermatExpert. DermatExpert allows users to self-diagnose the most common dermatological diseases at a sub-professional level, using various heuristics and diagnostic strategies. The main process in DermatExpert is an optimization process, which searches among candidate solutions that could explain the patient’s symptoms, trying to exclude hopeless candidates as early as possible.
The authors are grateful to Stephen Wealthall for his comments on earlier versions of this paper.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
B. G. Buchanan and E. H. Shortliffe. Rule-Based Expert Systems: The MYCIN Experiments of the Stanford Heuristic Programming Project. Addison-Wesley, Readings, Massachusetts, 1984.
C. Dimitris. Knowledge Engineering: Knowledge Acquisition, Knowledge Representation, the Role of the Knowledge Engineer, and Domains Fertile to AI Implementation. Van Nostrand Reinhold, New York, 1990.
H. W. Guesgen. CONSAT: A System for Constraint Satisfaction. Research Notes in Artificial Intelligence. Morgan Kaufmann, San Mateo, California, 1989.
G. Guida and C. Tasso. Design and Development of Knowledge-Based Systems: From Life Cycle to Methodology. John Wiley & Sons, Chichester, England, 1994.
F. Hayes-Roth, D. A. Waterman, and D. B. Lenat. Building Expert Systems. Addison-Wesley, Readings, Massachusetts, 1983.
J. G. Hughes. Object-Oriented Databases. Prentice-Hall, Englewood Cliffs, New Jersey, 1991.
D. McSherry. Hypothesist: A development environment for intelligent diagnostic systems. In Proc. AIME-97, Grenoble, France, 1997.
N. R. Shadbolt, K. O’Hara, and G. Schreiber, editors. Advances in Knowledge Acquisition: 9th European Knowledge Acquisition Workshop, EKAW’ 96, Nottingham, United Kingdom, May 14–17, 1996: Proceedings, Berlin, Germany, 1996. Springer.
B. Solomons. Lecture Notes on Dermatology. Blackwell Scientific, Oxford, England, 1977.
S. L. Tanimoto. The Elements of Artificial Intelligence Using Common Lisp. Computer Science Press, New York, 2nd edition, 1995.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2000 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Guesgen, H.W., Koo, J.S. (2000). DermatExpert: Dermatological Diagnosis through the Internet. In: Logananthara, R., Palm, G., Ali, M. (eds) Intelligent Problem Solving. Methodologies and Approaches. IEA/AIE 2000. Lecture Notes in Computer Science(), vol 1821. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45049-1_25
Download citation
DOI: https://doi.org/10.1007/3-540-45049-1_25
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-67689-8
Online ISBN: 978-3-540-45049-8
eBook Packages: Springer Book Archive