Motif Discovery in Physiological Datasets: A Methodology for Inferring Predictive Elements

In this article, we propose a methodology for identifying predictive physiological patterns in the absence of prior knowledge. We use the principle of conservation to identify activity that consistently precedes an outcome in patients, and describe a two-stage process that allows us to efficiently s...

Full description

Bibliographic Details
Main Authors: Syed, Zeeshan, Stultz, Collin M., Kellis, Manolis, Indyk, Piotr, Guttag, John V.
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:en_US
Published: Association for Computing Machinery (ACM) 2012
Online Access:http://hdl.handle.net/1721.1/73032
https://orcid.org/0000-0002-3415-242X
https://orcid.org/0000-0003-0992-0906
https://orcid.org/0000-0002-7983-9524