Title :
Biomedical Big Data for Clinical Research and Patient Care: Role of Semantic Computing
Author_Institution :
Div. of Med. Inf., Case Western Reserve Univ., Cleveland, OH, USA
Abstract :
Healthcare datasets are increasingly characterized by large volume, high rate of generation and need for real time analysis (velocity), and variety. These datasets are often termed biomedical big data and include multi-modal electrophysiological signals and electronic health records. In this talk, we focus on the computational challenges associated with signal data management and the role of semantic computing in addressing these challenges. We describe a cloud computing platform called Cloud wave that has been developed to effectively manage electrophysiological big data for epilepsy clinical research and patient care.
Keywords :
cloud computing; electronic health records; patient care; semantic Web; biomedical big data; clinical research; cloud computing platform; cloud wave; electronic health records; epilepsy clinical research; healthcare datasets; multimodal electrophysiological signals; patient care; semantic computing; signal data management; Big data; Data visualization; Electrophysiology; Epilepsy; Informatics; Ontologies; Semantics; Biomedical Big Data; Domain ontology; Hadoop; Semantic Web;
Conference_Titel :
Semantic Computing (ICSC), 2014 IEEE International Conference on
Conference_Location :
Newport Beach, CA
Print_ISBN :
978-1-4799-4002-8
DOI :
10.1109/ICSC.2014.68