Association mapping in biomedical time series via statistically significant shapelet mining

Author:

Bock Christian12,Gumbsch Thomas12,Moor Michael12,Rieck Bastian12,Roqueiro Damian12,Borgwardt Karsten12

Affiliation:

1. Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland

2. SIB Swiss Institute of Bioinformatics, Switzerland

Funder

SNSF

Significant Pattern Mining

SPHN

PHRT

Personalized Swiss Sepsis Study

Publisher

Oxford University Press (OUP)

Subject

Computational Mathematics,Computational Theory and Mathematics,Computer Science Applications,Molecular Biology,Biochemistry,Statistics and Probability

Reference39 articles.

1. Continuous multi-parameter heart rate variability analysis heralds onset of sepsis in adults;Ahmad;PLoS One,2009

2. Predictive data mining in clinical medicine: current issues and guidelines;Bellazzi;Int. J. Med. Inform,2008

3. Biomarkers for sepsis: what is and what might be?;Biron;Biomarker Insights,2015

4. Teoria statistica delle classi e calcolo delle probabilità;Bonferroni;Pubblicazioni Del R. Istituto Superiore Di Scienze Economiche e Commerciali Di Firenze,1936

5. A computational approach to early sepsis detection;Calvert;Comp. Biol. Med,2016

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