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Extraction of morphological QRS-based biomarkers in hypertrophic cardiomyopathy for risk stratification using L1 regularized logistic regression

Abstract:

Hypertrophic cardiomyopathy (HCM) is an inherited cardiac disease characterized by an unexplained thickening of the heart ventricles. It is the first cause of sudden cardiac death in young adults. No reliable biomarkers for risk assessment have been presented so far, but the electrocardiograms of HCM patients are often abnormal due to structural and electrical abnormalities. The goal of our study was to extract morphological QRS biomarkers in order to discriminate between HCM patients and con...

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Publication status:
Published
Peer review status:
Reviewed (other)

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Institution:
University of Oxford
Division:
MPLS
Department:
Computer Science
Role:
Author
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Publisher:
Institute of Electrical and Electronics Engineers Publisher's website
Journal:
2015 Computing in Cardiology Conference (CinC) Journal website
Host title:
2015 Computing in Cardiology Conference (CinC)
Publication date:
2016-02-18
Acceptance date:
2015-09-15
ISSN:
2325-8861
Source identifiers:
619299
Keywords:
Pubs id:
pubs:619299
UUID:
uuid:69590343-8376-4f1b-94c6-80c166962bad
Local pid:
pubs:619299
Deposit date:
2016-05-04

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