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Open Access

Peer-reviewed

Research Article

Using explainable AI to investigate electrocardiogram changes during healthy aging—From expert features to raw signals

Gabriel Ott ,

Contributed equally to this work with: Gabriel Ott, Yannik Schaubelt

Roles Investigation, Visualization

Affiliation Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany
⨯
Yannik Schaubelt ,

Contributed equally to this work with: Gabriel Ott, Yannik Schaubelt

Roles Investigation, Visualization

Affiliation Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany
⨯
Juan Miguel Lopez Alcaraz,

Roles Formal analysis, Investigation, Supervision

Affiliation Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany

https://orcid.org/0009-0008-3056-3521

⨯
Wilhelm Haverkamp,

Roles Validation

Affiliation Charité Universitätsmedizin, Berlin, Germany

https://orcid.org/0000-0002-6183-2519

⨯
Nils Strodthoff

Roles Supervision

* E-mail: nils.strodthoff@.uol.de

Affiliation Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany
⨯

Using explainable AI to investigate electrocardiogram changes during healthy aging—From expert features to raw signals

Gabriel Ott,
Yannik Schaubelt,
Juan Miguel Lopez Alcaraz,
Wilhelm Haverkamp,
Nils Strodthoff

x

Published: April 11, 2024
https://doi.org/10.1371/journal.pone.0302024

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Age groups
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Breathing
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Aging
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Heart
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Heart rate
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