Computational Intelligence in Cognitive Healthcare Information Systems

This publication presents key problems of cognitive information systems. Cognitive data analysis systems will first be classified, then their genesis and development will be presented, and then their two main classes will be discussed: UBIAS (Understanding Based Image Analysis Systems) and UBMSS (Understanding Based Management Support Systems). The image analysis class is used to analyse the medical significance of lesions of various human organs. UBMSS systems provide automatic support for the strategic and financial decision-making process in enterprises. Due to the subject discussed here, UBMSS systems will be presented as assets supporting the management of medical units.

[1]  Marek R. Ogiela,et al.  Image languages in intelligent radiological palm diagnostics , 2006, Pattern Recognit..

[2]  Marek R. Ogiela,et al.  Why Automatic Understanding? , 2007, ICANNGA.

[3]  James A. Hendler,et al.  Spinning the Semantic Web: Bringing the World Wide Web to Its Full Potential , 2002 .

[4]  Aleksander Mendyk,et al.  Artificial neural networks (ANNs) as a tool of estimating relation between parameters of anti-oxidative ability and nutritional ingredients in the diet of pregnant women , 2006, Bio Algorithms Med Syst..

[5]  Lidia Ogiela.  UBMSS (Understanding Based Managing Support Systems) as an Example of the Application of Cognitive Analysis in Data Analysis , 2007, 6th International Conference on Computer Information Systems and Industrial Management Applications (CISIM'07).

[6]  Krzysztof Trojanowski,et al.  Intelligent Information Processing and Web Mining, Proceedings of the International IIS: IIPWM'04 Conference held in Zakopane, Poland, May 17-20, 2004 , 2004, Intelligent Information Systems.

[7]  Marek R. Ogiela,et al.  Possible Uses of Information Technology (IT) in Anaesthesiology, Intensive Care and Emergency Medicine (eHealth). , 2006 .

[8]  Marek R. Ogiela,et al.  Medical Image Understanding Technology - Artificial Intelligence and Soft-Computing for Image Understanding , 2004, Studies in Fuzziness and Soft Computing.

[9]  Marek R. Ogiela,et al.  Cognitive Approach to Visual Data Interpretation in Medical Information and Recognition Systems , 2006, IWICPAS.

[10]  James A. Hendler,et al.  Embracing "Web 3.0" , 2007, IEEE Internet Computing.

[11]  Alexander M. Meystel,et al.  Intelligent Systems: Architecture, Design, and Control , 2000 .

[12]  Milan Sonka,et al.  Medical image segmentation: Automated design of border detection criteria from examples , 1999, J. Electronic Imaging.

[13]  Ryszard Tadeusiewicz,et al.  Artificial Intelligence and Soft Computing - ICAISC 2006, 8th International Conference, Zakopane, Poland, June 25-29, 2006, Proceedings , 2006, International Conference on Artificial Intelligence and Soft Computing.

[14]  Marek Skomorowski,et al.  Syntactic recognition of distorted patterns by means of random graph parsing , 2007, Pattern Recognit. Lett..

[15]  Marek Skomorowski.  Use of random graph parsing for scene labelling by probabilistic relaxation , 1999, Pattern Recognit. Lett..

[16]  Mariusz Flasiński.  Review of Medical image understanding technology - artificial intelligence and soft-computing for image understanding by Ryszard Tadeusiewicz, Marek R. Ogiela, Springer Verlag 2004 , 2004 .

[17]  Marek R. Ogiela,et al.  Graph image language techniques supporting radiological, hand image interpretations , 2006, Comput. Vis. Image Underst..

[18]  Marek R. Ogiela,et al.  Intelligent Semantic Information Retrieval in Medical Pattern Cognitive Analysis , 2005, ICCSA.

[19]  Jan Wessnitzer,et al.  A Model of Non-elemental Associative Learning in the Mushroom Body Neuropil of the Insect Brain , 2007, ICANNGA.

[20]  David G. Stork,et al.  Pattern Classification (2nd ed.) , 1999 .

[21]  Janusz Jurek.  On the linear computational complexity of the parser for quasi-context sensitive languages , 2000, Pattern Recognit. Lett..

[22]  Noam Chomsky,et al.  Language and problems of knowledge : the Managua lectures , 1990 .

[23]  Henri Cohen,et al.  Handbook of categorization in cognitive science , 2005 .

[24]  Marek R. Ogiela,et al.  Cognitive Analysis in Diagnostic DSS-Type IT Systems , 2006, ICAISC.

[25]  Nanning Zheng,et al.  ADVANCES IN MACHINE VISION, IMAGE PROCESSING, AND PATTERN ANALYSIS , 2006 .

[26]  Marek R. Ogiela,et al.  New proposition for intelligent systems design: artificial understanding of the images as the next step of advanced data analysis after automatic classification and pattern recognition , 2005, 5th International Conference on Intelligent Systems Design and Applications (ISDA'05).

[27]  Marek R. Ogiela,et al.  Cognitive Analysis Techniques in Business Planning and Decision Support Systems , 2006, ICAISC.

[28]  Shusaku Tsumoto,et al.  Foundations of Intelligent Systems, 15th International Symposium, ISMIS 2005, Saratoga Springs, NY, USA, May 25-28, 2005, Proceedings , 2005, ISMIS.

[29]  Krzysztof Trojanowski,et al.  Intelligent Information Processing and Web Mining , 2008 .

[30]  Larry S. Davis,et al.  Foundations of Image Understanding , 2001 .

[31]  Tim Berners-Lee,et al.  Weaving The Web: The Original Design And Ultimate Destiny of the World Wide Web , 1999 .

[32]  Marek R. Ogiela,et al.  Modern Computational Intelligence Methods for the Interpretation of Medical Images , 2008, Studies in Computational Intelligence.

[33]  Janusz Jurek.  Recent developments of the syntactic pattern recognition model based on quasi-context sensitive languages , 2005, Pattern Recognit. Lett..

[34]  João Branquinho.  The foundations of cognitive science , 2001 .

[35]  L. Ogiela.  Cognitive Understanding Based Image Analysis Systems (UBIAS) of the Diagnostic Type , 2007, 2007 IEEE International Workshop on Imaging Systems and Techniques.

[36]  James S. Albus,et al.  Engineering of Mind: An Introduction to the Science of Intelligent Systems , 2001 .

[37]  David Taniar,et al.  Computational Science and Its Applications - ICCSA 2005, International Conference, Singapore, May 9-12, 2005, Proceedings, Part I , 2005, ICCSA.

[38]  Marek R. Ogiela,et al.  A New Approach to the Computer Support of Strategic Decision Making in Enterprises by Means of a New Class of Understanding Based Management Support Systems , 2007, 6th International Conference on Computer Information Systems and Industrial Management Applications (CISIM'07).

[39]  Martti Kormano,et al.  Bone and Joint Disorders , 2005 .

[40]  Eiichi Tanaka,et al.  Theoretical aspects of syntactic pattern recognition , 1995, Pattern Recognit..