Title :
Innovation approach to cognitive medical image interpretation
Author_Institution :
Fac. of Manage., AGH Univ. of Sci. & Technol., Krakow
Abstract :
This publication presents selected aspects of modelling cognitive processes designed for the in-depth interpretation of image data. This type of cognitive processes can be observed when executing complex data analysis and interpretation. This publication will also present a proposal for employing UBIAS cognitive information systems (Understanding Based Image Analysis Systems) to cognitively interpret and analyze image-type data. This type of analysis will be done based on human cognitive processes occurring in a person´s brain. The application of this type of cognitive processes to the automatic, computer analysis of data will be illustrated with the example of a cognitive analysis of medical data showing various types of foot deformities. The process of analyzing, interpreting and reasoning on the basis of the semantic contents of a given image has led to rolling out a new class of cognitive systems designed for the in-depth image data analysis. And it is this type of processes that will be presented here.
Keywords :
cognition; data analysis; medical image processing; UBIAS cognitive information systems; cognitive medical image interpretation; image data; in-depth image data analysis; in-depth interpretation; understanding based image analysis systems; Application software; Biomedical imaging; Data analysis; Humans; Image analysis; Information analysis; Information systems; Process design; Proposals; Technological innovation; UBIAS systems; cognitive analysis; cognitive information systems; cognitive processes; syntactic pattern recognition;
Conference_Titel :
Innovations in Information Technology, 2008. IIT 2008. International Conference on
Conference_Location :
Al Ain
Print_ISBN :
978-1-4244-3396-4
Electronic_ISBN :
978-1-4244-3397-1
DOI :
10.1109/INNOVATIONS.2008.4781629