title: Real-Time Management of Multimodal Streaming Data for Monitoring of Epileptic Patients.
abstract: New generation of healthcare is represented by wearable health monitoring systems, which provide real-time monitoring of patient's physiological parameters. It is expected that continuous ambulatory monitoring of vital signals will improve treatment of patients and enable proactive personal health management. In this paper, we present the implementation of a multimodal real-time system for epilepsy management. The proposed methodology is based on a data streaming architecture and efficient management of a big flow of physiological parameters. The performance of this architecture is examined for varying spatial resolution of the recorded data.
authors.affiliation: Multidimensional Data Analysis and Knowledge Management Laboratory, Department of Computer Engineering and Informatics, University of Patras, 26500, Rion-Patras, Greece.
authors.forename: Dimitrios
authors.initials: D
authors.lastname: Triantafyllopoulos
authors.affiliation: Multidimensional Data Analysis and Knowledge Management Laboratory, Department of Computer Engineering and Informatics, University of Patras, 26500, Rion-Patras, Greece.
authors.forename: Panagiotis
authors.initials: P
authors.lastname: Korvesis
authors.affiliation: Multidimensional Data Analysis and Knowledge Management Laboratory, Department of Computer Engineering and Informatics, University of Patras, 26500, Rion-Patras, Greece. imporas@upatras.gr.
authors.forename: Iosif
authors.initials: I
authors.lastname: Mporas
authors.affiliation: Multidimensional Data Analysis and Knowledge Management Laboratory, Department of Computer Engineering and Informatics, University of Patras, 26500, Rion-Patras, Greece.
authors.forename: Vasileios
authors.initials: V
authors.lastname: Megalooikonomou
mesh_terms: D061725:Accelerometry; D004562:Electrocardiography; D004569:Electroencephalography; D004827:Epilepsy / Q000503:physiopathology*; D004867:Equipment Design; D006801:Humans; D019451:Information Management / Q000295:instrumentation / Q000379:methods; D013686:Telemetry / Q000295:instrumentation* / Q000379:methods*
keywords: Data streaming; Multimodal health data; Online processing