Cognitive systems in medical data interpretation and image understanding

This work presents the use of semantic analysis in IT processes of data interpretation and understanding. These processes form a part of a field called cognitive informatics, which encompasses subjects related to the semantic analysis and interpretation of data leading to understanding the analysed data sets. Examples of applications of this type of analysis methods will be shown using the case of an IT system for the cognitive analysis of image data presenting X-ray images of foot bone lesions.

[1]  Yingxu Wang,et al.  The Theoretical Framework of Cognitive Informatics , 2007, Int. J. Cogn. Informatics Nat. Intell..

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

[3]  Marek R. Ogiela,et al.  Cognitive techniques in medical information systems , 2008, Comput. Biol. Medicine.

[4]  David G. Stork,et al.  Pattern Classification , 1973 .

[5]  Yingxu Wang,et al.  The Cognitive Processes of Formal Inferences , 2007, Int. J. Cogn. Informatics Nat. Intell..

[6]  Alex M. Andrew,et al.  Intelligent Systems: Architecture, Design, and Control , 2002 .

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

[8]  Marek R. Ogiela,et al.  Cognitive Informatics in Automatic Pattern Understanding , 2007, 6th IEEE International Conference on Cognitive Informatics.

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

[10]  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 .

[11]  Leszek Rutkowski,et al.  Computational intelligence - methods and techniques , 2008 .

[12]  Lidia Ogiela,et al.  UBIAS systems for cognitive interpretation and analysis of medical images , 2009 .

[13]  G. Miller,et al.  Cognitive science. , 1981, Science.

[14]  Shigeo Abe DrEng.  Pattern Classification , 2001, Springer London.

[15]  A. Grafstein.  MIT Encyclopedia of the Cognitive Sciences , 2000 .

[16]  W. Pedrycz,et al.  Medical Image Understanding Technology , 2005, IEEE Transactions on Neural Networks.