Clustering and Symbolic Analysis of Cardiovascular Signals: Discovery and Visualization of Medically Relevant Patterns in Long-Term Data Using Limited Prior Knowledge

Clustering and Symbolic Analysis of Cardiovascular Signals: Discovery and Visualization of Medically Relevant Patterns in Long-Term Data Using Limited Prior Knowledge

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This paper describes novel fully automated techniques for analyzing large amounts of cardiovascular data. In contrast to traditional medical expert systems our techniques incorporate no a priori knowledge about disease states. This facilitates the discovery of unexpected events. We start by transfor...

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Bibliographic Details
Main Authors: Syed, Zeeshan, Guttag, John V., Stultz, Collin M.
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: Springer 2012
Online Access:http://hdl.handle.net/1721.1/69825
https://orcid.org/0000-0002-3415-242X
https://orcid.org/0000-0003-0992-0906

Internet

http://hdl.handle.net/1721.1/69825
https://orcid.org/0000-0002-3415-242X
https://orcid.org/0000-0003-0992-0906

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