Plenary
Lecture
Knowledge Engineering for Medical
Decision Support Systems
Professor Abdel-Badeeh M. Salem
Head of Medical Informatics and Knowledge
Engineering Research Unit
Department of Computer Science
Faculty of Computer & Information Sciences,
Ain Shams University, Cairo, Egypt
E-mail:
absalem@cis.asu.edu.eg
Abstract: In the last years various intelligent
technologies and methodologies (ITM) have been proposed
by the researchers in order to develop efficient
intelligent Decision Support Systems for different
medical tasks. ITM offer robust computational methods
for accumulating, representing, changing, and updating
knowledge (i.e. knowledge engineering) in intelligent
systems. In particular they enable users with learning
mechanisms that help to induce knowledge from raw data.
ITM provide methods, techniques, and tools that can help
solving diagnostic and prognostic problems in a variety
of medical domains. ITM are used for the analysis of the
importance of clinical parameters and their combinations
for prognosis, e.g. prediction of disease progression;
the extraction of medical knowledge of outcomes
research; therapy planning and support; overall patient
management.
This talk is devoted to discussion of current research
of the knowledge engineering approaches and
methodologies for developing intelligent Decision
Support Systems .This paper presents some of the
intelligent methodologies for managing and engineering
knowledge in medical knowledge-based systems. Some of
the results of the research that has been carried out by
the author and his colleagues at the Medical Informatics
and Knowledge Engineering Research Unit, Computer
Science Department, Faculty of Computer and Information
Sciences, Ain Shams University, Cairo, are discussed as
well. The paper covers the following topics: (a)
knowledge representation techniques from the knowledge
engineering point of view; (b) expert systems
methodologies, rule-based and case-based reasoning; (c)
producing knowledge with intelligent data mining
methodology; and (d) ontological engineering approach.
Brief Biography of the Speaker:
Prof. Dr. Abdel-Badeeh M Salem He is a Professor of
Computer Science since 1989 at Faculty of Computer and
Information Sciences ,Ain Shams University, Cairo-Egypt.
He is a professor emeritus since October 2007 . He was a
Director of Scientific Computing Center at Ain Shams
University (1984-1990). His research includes
intelligent computing, expert systems, medical
informatics, and intelligent e-learning technologies. He
has published around 200 papers in refereed journals and
conference proceedings in these areas. He has been
involved in more than 200 conferences and workshops as
an Int. Program Committee , organizer and Session Chair.
He is author and co-author of 15 Books in English and
Arabic Languages.
He was one of the founders of the following events,
First Egyptian Workshop on Expert Systems 1987, Int.
Cairo Conference on Artificial Intelligence Applications
in 1992 and Int. Conf. on Intelligent Computing and
Information Systems 2002, and one of the main sustainers
of annual Int. Romanian Internet Learning Workshop
Project (RILW), 1997.
In addition he was Secretary of Egyptian Computer
Society (1984-1990), Member of National Committee in
Informatics-Academy of Scientific Research and
Technology (1992-200), Member of Egyptian Committee in
the Inter-Governmental Informatics Program, IIP-UNISCO,
Paris (1988-1990) and Coordinator of the Annual
International Conference for Statistics, Scientific
Computing, and Social and Demographic Research
(1983-1990). In addition he was a partner of a MEDCAMPUS
Projects on Methodologies and Technologies for Distance
Education in Mediterranean (1993-1995). In addition He
is a Member of the Editorial Board of 15 international
and national Journals in the following countries:
Canada; Italy, Romania, Japan, Turkey, UK and Egypt.
Also, He is member of many Int. Scientific Societies and
associations in USA, UK, Switzerland, Austria, Canada
and Egypt.
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