Blood pressure monitoring during anesthesia induction using PPG morphology features and machine learning

Clémentine Aguet; João Jorge; Jérôme Van Zaen; Martin Proença; Guillaume Bonnier; Pascal Frossard; Mathieu Lemay

doi:10.1371/journal.pone.0279419

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Open Access

Peer-reviewed

Research Article

Blood pressure monitoring during anesthesia induction using PPG morphology features and machine learning

Clémentine Aguet ,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: clementine.aguet@csem.ch

Affiliations Signal Processing Group, Swiss Center for Electronics and Microtechnology (CSEM), Neuchâtel, Switzerland, Signal Processing Laboratory (LTS4), Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland

https://orcid.org/0000-0001-5455-9369

⨯
João Jorge,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Writing – review & editing

Affiliation Signal Processing Group, Swiss Center for Electronics and Microtechnology (CSEM), Neuchâtel, Switzerland
⨯
Jérôme Van Zaen,

Roles Conceptualization, Supervision, Writing – review & editing

Affiliation Signal Processing Group, Swiss Center for Electronics and Microtechnology (CSEM), Neuchâtel, Switzerland
⨯
Martin Proença,

Roles Conceptualization, Data curation, Writing – review & editing

Affiliation Signal Processing Group, Swiss Center for Electronics and Microtechnology (CSEM), Neuchâtel, Switzerland
⨯
Guillaume Bonnier,

Roles Conceptualization, Writing – review & editing

Affiliation Signal Processing Group, Swiss Center for Electronics and Microtechnology (CSEM), Neuchâtel, Switzerland
⨯
Pascal Frossard,

Roles Conceptualization, Supervision, Writing – review & editing

Affiliation Signal Processing Laboratory (LTS4), Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
⨯
Mathieu Lemay

Roles Conceptualization, Supervision, Writing – review & editing

Affiliation Signal Processing Group, Swiss Center for Electronics and Microtechnology (CSEM), Neuchâtel, Switzerland
⨯

Blood pressure monitoring during anesthesia induction using PPG morphology features and machine learning

Clémentine Aguet,
João Jorge,
Jérôme Van Zaen,
Martin Proença,
Guillaume Bonnier,
Pascal Frossard,
Mathieu Lemay

Published: February 3, 2023
https://doi.org/10.1371/journal.pone.0279419

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Anesthesia
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Algorithms
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Blood pressure
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Hypertension
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General anesthesia
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