Title :
AI-Cognitive Description in Visual Medical Pattern Mining and Retrieval
Author :
Ogiela, Lidia ; Tadeusiewicz, Ryszard ; Ogiela, Marek R.
Author_Institution :
Fac. of Manage., AGH Univ. of Sci. & Technol., Krakow
Abstract :
This publication presents the use of artificial intelligence algorithms based on cognitive resonance for developing a new class of computer systems supporting the interpretation of image patterns and medical diagnostics. Such systems have been named UBIAS - understanding based image analysis systems, and have been proposed as a new class of intelligent information systems able to execute so- called computer image understanding. In particular, a BFSA system dedicated to tasks of medical interpretation of images presenting fractures of long bones in extremities is described.
Keywords :
artificial intelligence; cognitive systems; data mining; image retrieval; medical information systems; AI-cognitive description; Understanding Based Image Analysis Systems; artificial intelligence algorithms; cognitive resonance; computer image understanding; image patterns; intelligent information systems; medical diagnostics; visual medical pattern mining; visual medical pattern retrieval; Artificial intelligence; Biomedical imaging; Bones; Extremities; Image analysis; Information systems; Intelligent systems; Medical diagnosis; Medical diagnostic imaging; Resonance; Artificial Intelligence; cognitive reasoning. analysis of medical structures; pattern understanding;
Conference_Titel :
Modeling & Simulation, 2008. AICMS 08. Second Asia International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-0-7695-3136-6
Electronic_ISBN :
978-0-7695-3136-6
DOI :
10.1109/AMS.2008.23
