Literature DB >> 17270935

BioStream: a system architecture for real-time processing of physiological signals.

A Bar-Or1, J Healey, L Kontothanassis, J M Van Thong.   

Abstract

Continuous monitoring of physiological signals has the potential to greatly improve the quality of life of patients with chronic diseases. Recent advances in sensor technology make the capture of such signals possible. In this paper, we present BioStream, a real-time, and operator-based software solution for managing physiological sensor streams. It is built on top of a general-purpose stream processing software architecture. The system processes data using plug-in analysis components that can be easily composed into plans using a graphical programming environment. The architecture is scalable, allowing implementation on systems ranging from desktops to server farms. It guarantees real-time response and data persistence in a distributed environment. We apply this architecture to the problem of multipatient, real-time, physiological signal monitoring, analysis, indexing and visualization.

Entities:  

Year:  2004        PMID: 17270935     DOI: 10.1109/IEMBS.2004.1403876

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  5 in total

1.  Chronodes: Interactive Multifocus Exploration of Event Sequences.

Authors:  Peter J Polack; Shang-Tse Chen; Minsuk Kahng; Kaya DE Barbaro; Rahul Basole; Moushumi Sharmin; Duen Horng Chau
Journal:  ACM Trans Interact Intell Syst       Date:  2018-02

Review 2.  Big Data's Role in Precision Public Health.

Authors:  Shawn Dolley
Journal:  Front Public Health       Date:  2018-03-07

Review 3.  Big Data Analytics in Healthcare.

Authors:  Ashwin Belle; Raghuram Thiagarajan; S M Reza Soroushmehr; Fatemeh Navidi; Daniel A Beard; Kayvan Najarian
Journal:  Biomed Res Int       Date:  2015-07-02       Impact factor: 3.411

4.  Evaluation of stream mining classifiers for real-time clinical decision support system: a case study of blood glucose prediction in diabetes therapy.

Authors:  Simon Fong; Yang Zhang; Jinan Fiaidhi; Osama Mohammed; Sabah Mohammed
Journal:  Biomed Res Int       Date:  2013-09-19       Impact factor: 3.411

5.  Real-Time and Retrospective Health-Analytics-as-a-Service: A Novel Framework.

Authors:  Hamzeh Khazaei; Carolyn McGregor; J Mikael Eklund; Khalil El-Khatib
Journal:  JMIR Med Inform       Date:  2015-11-18
  5 in total

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