Title :
A context and knowledge based health event storage for efficient clinical information retrieval
Author :
Paul, Sudipta ; Bhaumik, Sudipta
Author_Institution :
Samsung India Software Oper., Bangalore, India
Abstract :
In the recent times, there has been considerable effort towards developing an effective and widely informative patient health record system. To meet this objective, diversified groups working on medical informatics have made concerted attempt to bind biomédical knowledge base with patient health data. This approach necessitates a strong need to make all relevant patient´s clinical information available through extensive information search, thereby enabling better clinical management. Through this work we propose a method to bind patient event sequences, the temporal medical information and the medical knowledge. The run time extraction of information pose challenges such as (a) performance (b) a priori relation identification and (c) handling of memory overheads. This paper describes a practical implementation of a patient health record linked to a knowledge base and integrated with an information extraction platform ensuring a good balance between the performance complexity and memory usage.
Keywords :
health care; information retrieval; knowledge based systems; medical computing; storage management; biomédical knowledge base; clinical information retrieval; clinical management; context health event storage; information extraction platform; information search; informative patient health record system; knowledge based health event storage; medical informatics; medical knowledge; memory overhead handling; patient event sequences; patient health data; relation identification; temporal medical information; Clinical diagnosis; Conferences; Context; Databases; Information retrieval; Knowledge based systems; Medical diagnostic imaging; Health Event; Information Extraction; Medical Knowledge;
Conference_Titel :
Bioinformatics and Biomedicine Workshops (BIBMW), 2012 IEEE International Conference on
Conference_Location :
Philadelphia, PA
Print_ISBN :
978-1-4673-2746-6
Electronic_ISBN :
978-1-4673-2744-2
DOI :
10.1109/BIBMW.2012.6470246