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Machine learning analysis of left ventricular function to characterize heart failure with preserved ejection fraction

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dc.contributor.author Sanchez Martinez, Sergio
dc.contributor.author Duchateau, Nicolas
dc.contributor.author Erdei, Tamas
dc.contributor.author Kunszt, Gabor
dc.contributor.author Aakhus, Svend
dc.contributor.author Degiovanni, Anna
dc.contributor.author Marino, Paolo
dc.contributor.author Carluccio, Erberto
dc.contributor.author Piella Fenoy, Gemma
dc.contributor.author Fraser, Alan G.
dc.contributor.author Bijnens, Bart
dc.date.accessioned 2019-03-26T11:00:26Z
dc.date.available 2019-03-26T11:00:26Z
dc.date.issued 2018
dc.identifier.citation Sanchez-Martinez S, Duchateau N, Erdei T, Kunszt G, Aakhus S, Degiovanni A, Marino P, Carluccio E, Piella G, Fraser AG, Bijnens BH. Machine learning analysis of left ventricular function to characterize heart failure with preserved ejection fraction. Circ Cardiovasc Imaging. 2018 Apr 16;11(4):e007138. DOI: 10.1161/CIRCIMAGING.117.007138
dc.identifier.issn 1941-9651
dc.identifier.uri http://hdl.handle.net/10230/36968
dc.description.abstract Current diagnosis of heart failure with preserved ejection fraction (HFpEF) is suboptimal. We tested the hypothesis that comprehensive machine learning (ML) of left ventricular function at rest and exercise objectively captures differences between HFpEF and healthy subjects.
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher American Hearth Association
dc.relation.ispartof Circulation: Cardiovascular Imaging. 2018 Apr 16;11(4):e007138
dc.rights © American Hearth Association http://dx.doi.org/10.1161/CIRCIMAGING.117.007138
dc.title Machine learning analysis of left ventricular function to characterize heart failure with preserved ejection fraction
dc.type info:eu-repo/semantics/article
dc.identifier.doi http://dx.doi.org/10.1161/CIRCIMAGING.117.007138
dc.subject.keyword Echocardiography
dc.subject.keyword Machine learning
dc.subject.keyword Early diagnosis
dc.subject.keyword Heart failure
dc.subject.keyword Diastolic
dc.subject.keyword Ultrasonography
dc.subject.keyword Doppler
dc.subject.keyword Stress
dc.rights.accessRights info:eu-repo/semantics/openAccess
dc.type.version info:eu-repo/semantics/acceptedVersion

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