|
|
|
|
| | |
About the workshop
|
The workshop will present some advanced intelligent and adaptive methods and tools developed for solving problems appearing in various areas of medical diagnostics, monitoring and treatment planning. Application of these methods can significantly help in health care in decision making process. To confirm this claim, several case studies will be presented documenting practical experiences and results obtained in different areas of medicine. The event is of interest to Czech medical doctors and professionals from health care, researchers and PhD students.
The workshop is supported by the EC grant within the European project "MIRACLE - Centre of Excellence" (ICA1-CT-2000-70002). It presents results of the MIRACLE Centre within the European projects: Sol-Eu-Net (IST-1999-11495), EUNITE (IST-2000-29207) and the national project "Centre of Applied Cybernetics", as well of other collaborative institutions.
|
| |
Suggested Topics
|
| |
- Intelligent and Adaptive Systems
- Agent Technology and Its Application to Medicine
- Knowledge Engineering and Machine Learning
- Data Mining, Machine Learning and Decision Support – How Does It Work?
- Machine Learning in Diagnostics and Time Series Prediction
- Data Mining for Resource Allocation
- Expert Systems
- Telemedicine
|
Programme
|
| |
|
|
Invited speakers:
|
| |
D. A. Linkens (University of Sheffield, UK)
G. D. Dounias (University of the Aegean, GR)
R. Seising (University of Vienna, AT)
A. Moreno (Universitat Rovira i Virgili, ES)
E. Hernando Pérez (Universidad Polytecnica de Madrid, ES)
M. Pěchouček (Czech Technical University in Prague, CZ)
|
| |
|
| |
The program is also available for download (.pdf) |
| |
|
| |
Monday, 31 March 2003 |
| |
|
| 8:30 - 9:30 |
Registration |
| |
|
|
 I n t e l l i g e n t a n d A d a p t i v e S y s t e m s
|
| |
| 9:00 - 10:10 |
Hybrid Computational Intelligence in Medicine
(.pdf)
|
| |
G. D. Dounias (University of the Aegean, GR)
|
| |
| 10:10 - 11:10 |
Intelligent Computer-based Systems for Anaesthesia Control in Hospital Operating Rooms
(.pdf)
|
| |
D. A. Linkens (University of Sheffield, UK)
|
| |
| |
|
| 11:10 - 11:30 |
Coffee break |
| |
|
|
K n o w l e d g e E n g i n e e r i n g
|
| |
| 11:30 - 12:00 |
Medical Knowledge, Fuzzy Sets and Expert Systems
(.pdf)
|
| |
R. Seising, Ch. Schuh, K.P. Adlassnig (University of Vienna, AT)
|
| |
| 12:00 - 12:30 |
Predictive Medical Data Mining: Case Studies
|
| |
J. Kléma, O. Štěpánková, L. Nováková (FEE CTU, CZ)
|
| |
| 12:30 - 13:00 |
Data Pre-processing with SumatraTT
|
| |
P. Aubrecht (CAK CTU, CZ), O. Štěpánková, Z. Kouba (FEE CTU, CZ)
|
| |
| |
|
| 13:00 - 14:30 |
Lunch |
| |
|
|
K n o w l e d g e E n g i n e e r i n g , M a c h i n e L e a r n i n g
|
| |
| 14:30 - 15:00 |
Biological Data Preprocessing: A Case Study
|
| |
L. Lhotská (FEE CTU, CZ)
|
| |
Independent Component Analysis and Its Applications
|
| |
D. Novák (FEE CTU, CZ)
|
| |
| 15:00 - 15:30 |
Formation Hypothesis on Stress Using ML Method
|
| |
R. Dunčko (Institute of Experimental Endocrinology, SK), L. Nováková (FEE CTU, CZ), D. Ježová (IEE, SK), O. Štěpánková (FEE CTU, CZ)
|
| |
| 15:30 - 16:00 |
Movement and Distortion Elimination in Mammogram Images
|
| |
M. Jiřina (CAK CTU, CZ)
|
| |
| 16:00 - 17:00 |
Department Tour, Discussion
|
| |
| |
| |
Tuesday, 1 April 2003 |
| |
|
|
A g e n t T e c h n o l o g y
|
| |
| 9:00 - 9:45 |
Foundations of Agent Based Systems: Brief Introduction to Alliance and Coalition Formation
|
| |
M. Pěchouček (FEE CTU, CZ)
|
| |
| 9:45 - 10:30 |
Medical Applications of Multi-Agent Systems
(.pdf)
|
| |
A. Moreno (Universitat Rovira i Virgili, ES)
|
| |
| 10:30 - 11:00 |
A Bottom-up Approach to Immune System Modelling
|
| |
P. Zvirinský (Technical University Košice, SK)
|
| |
| |
|
| 11:00 -11:20 |
Coffee break |
| |
|
|
I n t e l l i g e n t M e t h o d s i n M e d i c i n e : C a s e S t u d i e s
|
| |
| 11:20 - 12:00 |
Multi-Agent Architecture for the Provision of Intelligent Telemedicine Servicesin Diabetes Management
(.pdf)
|
| |
E. Hernando Pérez (Universidad Polytecnica de Madrid, ES)
|
| |
| 12:00 - 12:30 |
Distributed and Automated Testing of Medical Applications
|
| |
L. Král, T. Hazdra (CertiCon a.s., CZ)
|
| |
| 12:30 - 13:00 |
System for Cardiopulmonary Data Measuring and Evaluating
|
| |
M. Štork (University of West Bohemia, CZ)
|
| |
| |
|
| 13:00 - 14:30 |
Lunch |
| |
|
|
A d v a n c e d T e c h n o l o g y
|
| |
| 14:30 - 15:00 |
Automatic Generation of Fuzzy Rule Based Classifiers by Evolutionary Algorithms
|
| |
J. Kubalík, J. Kutník (FEE CTU, CZ)
|
| |
| 15:00 - 15:30 |
Mining Association Rules in Medical Data - Two Case Studies
|
| |
J. Rauch (University of Economics, CZ)
|
| |
| 15:30 - 15:50 |
Web - based Expert System: Onco-Pathology Application Domain
|
| |
Z. Kouba, P. Mikšovský (FEE CTU, CZ)
|
| |
| 15:50 - 16:10 |
Measurement of Amplitude-Force and Time-Frequency Relationships in Cardiovascular Dynamics
|
| |
Z. M. Trefný (Cardiological Laboratory in Prague, CZ), K. Hána (IBE CTU, CZ), E. David (Unversity Witten Herdecke, DE)
|
| |
| 16:10 - 16:30 |
Practical Applications of Telerobotics
|
| |
L. Přeučil (FEE CTU, CZ)
|
| |
| 16:30 - 17:00 |
Discussion, Closing
|
| |
| | |
|
Programme Committee
|
| |
Olga Štěpánková, CTU Prague
Lenka Lhotská, CTU Prague
Hana Krautwurmová, CTU Prague
|
| |
Organisers
|
| |
|
| | | | |
|
|
| |
| |
|
Registration
|
| |
Please, register by sending an e-mail (Subject: BIO 2003) with your contact
details (name, institution, e-mail) to Hana Krautwurmova (hakraut@labe.felk.cvut.cz)
Please note that due to the size of the seminar room, the number of participants is limited.
No registration fee will be charged.
|
| |
| |
|
Contact
|
| |
Lenka Lhotská
CTU, Faculty of Electrical Engineering
Technicka 2, 166 27 Prague 6
fax: +420 224 311 081
e-mail: lhotska@fel.cvut.cz
http://gerstner.felk.cvut.cz
|
| |
|
|
|
| |
|