Plenary
Lecture
Case-Based Reasoning Framework for Medical Diagnosis for
Virtual Doctor System
Abstract: This plenary talk will provide an outline
on our experience to build a virtual doctor system based
on semantic case based reasoning (CBR) framework.
Patients and users are categorized based on mental
ontology framework and mental ontology framework. These
two frame works are represented in OWL, (Ontology Web
Language) for reasoning purpose. The CBR are categorized
based on these ontologies. The reasoning has used
Bayesian network based on collected relative decisions
related to CBRs instantiated in relations to the
observed parameters reflected on alignment of physical
ontology and mental ontology. The resulted alignment
namely the medical ontology represents a semantic CBR
reflecting the patient symptoms. This talk gives an
overview of these techniques and how to deploy them to
build a prototype that can be used in local regional
medical hospital in Japan.
Brief Biography of the Speaker:
Dr. Hamido FUJITA, is a professor at Iwate Prefectural
University (IPU), Iwate, Japan. He is director of ARISES
(Advanced Research Institute on Software Strategies,)
http://www.fujita.soft.iwate-pu.ac.jp/arises/index.htm
He is the director of Intelligent Software Laboratory.
He was associate Professor at the University de
Montreal, Canada. On 1997 he moved back to Japan to
become an executive committee member to establish Iwate
Prefectural University on 1997. Then after from April
1998, he joined Iwate Prefectural University (IPU),
Faculty of Software and Information Science, as
Professor and head of Information System, directing at
IPU two laboratories, Intelligent Software System
Laboratory and Cognitive Systems Laboratory. He was a
committee of establishing the Graduate School of
Software Science, of IPU from 2000 for new Master and
Doctor Programs that used Software practices Approach
(SPA) concept as it main educational system in
education. He has directed and led many project
sponsored by the Ministry of Science, Education and
Culture of Japan, and others from International sponsors
and industry sponsors project on new software
methodologies and intelligent systems. He contributed in
software related inventions and got several
international industrial Patents on new software methods
on tableau related development. He has founded the SOMET
(Software Methodologies, Tools and Techniques)
organization on year 2000 in Paris, France marched to
its 10th Anniversary. He has been invited to many
universities in EU, and North America. He has supervised
Ph.D students jointly with University of Laval, (Canada)
University Technology, Sydney (UTS) Australia, He is
also Professor at the University of Laval, Quebec,
Canada supervising Graduate Studies students, he was a
visiting Professor at the University of Paris_1,
Sorbonne, 2003~2004. He worked as opponent for Ph.D
student examination at Stockholm University, Sweden. He
edited several special issues in International Journals
on many hot issues in related to Knowledge based system
and software technologies. He is currently heading a
project on Intelligent HCI, and a project related to
Mental Cloning as an intelligent user interface between
human user and computers, supported by MEXT (Ministry of
Education, Culture, Sports, Science and Technology), and
SCOPE project on Virtual Doctor Systems, supported by
Ministry of Internal Affairs, and Communications of
Japan. He also, has several joint industrial projects
with Japanese industry.
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