USE OF COMPUTATIONAL INTELLIGENCE (FUZZY
SYSTEMS)
TITLE:
Computational
Intelligence in medical and technical applications -
conditions
and methods
PRESENTERS:Madjid
Fathi-Torbaghan and Christopher Tresp,
The Computational Intelligence Group, The
University of Dortmund
e_mail:
fathi@jupiter.informatik.uni-dortmund.de
CONTENTS:
This
tutorial will yield a principal insight into the possibilities for
the use
of Neural Networks, Fuzzy Systems and Evolutionary Algorithms in
the
context of medical and technical
applications.
One
important aspect will be the basic assumption for medical
applications
which is given by the doctors acceptance and the safeness
of the
used method.
Accoreding
to this the aspect is further given by the different
methods,
which will fit the task of the high uncertainy field of medicine.
So it
is necessary to use sophisticated methods for development and
optimization
of medical systems.
Some topics are:
- ECG/EEG diagnosis
- cerebral tumor analysis
- pattern recognition on MR-Tomograms
...
The
other aspect is given by the field of mechanical engineering. The
main
interest in this tutorial lays in the optimization of fuzzy sets
with
Evolution Strategies.
Additional topics are:
- material design
- spotwelding
...