Clinical Implications of Cluster Analysis-Based Classification of Acute Decompensated Heart Failure and Correlation with Bedside Hemodynamic Profiles

Tariq Ahmad; Nihar Desai; Francis Wilson; Phillip Schulte; Allison Dunning; Daniel Jacoby; Larry Allen; Mona Fiuzat; Joseph Rogers; G. Michael Felker; Christopher O’Connor; Chetan B. Patel

doi:10.1371/journal.pone.0145881

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Open Access

Peer-reviewed

Research Article

Clinical Implications of Cluster Analysis-Based Classification of Acute Decompensated Heart Failure and Correlation with Bedside Hemodynamic Profiles

Tariq Ahmad ,

* E-mail: tariq.ahmad@yale.edu

Affiliation Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
⨯
Nihar Desai,

Affiliation Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
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Francis Wilson,

Affiliation Program for Translational Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
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Phillip Schulte,

Affiliation Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, United States of America
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Allison Dunning,

Affiliation Duke Clinical Research Institute, Durham, North Carolina, United States of America
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Daniel Jacoby,

Affiliation Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
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Larry Allen,

Affiliation Division of Cardiology, Department of Medicine, University of Colorado, Denver, Colorado, United States of America
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Mona Fiuzat,

Affiliation Duke Clinical Research Institute, Durham, North Carolina, United States of America
⨯
Joseph Rogers,

Affiliations Duke Clinical Research Institute, Durham, North Carolina, United States of America, Division of Cardiology, Duke University Medical Center, Durham, North Carolina, United States of America
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G. Michael Felker,

Affiliations Duke Clinical Research Institute, Durham, North Carolina, United States of America, Division of Cardiology, Duke University Medical Center, Durham, North Carolina, United States of America
⨯
Christopher O’Connor,

Affiliation Inova Heart and Vascular Institute, Falls Church, Virginia, United States of America
⨯
Chetan B. Patel

Affiliations Duke Clinical Research Institute, Durham, North Carolina, United States of America, Division of Cardiology, Duke University Medical Center, Durham, North Carolina, United States of America
⨯

Clinical Implications of Cluster Analysis-Based Classification of Acute Decompensated Heart Failure and Correlation with Bedside Hemodynamic Profiles

Tariq Ahmad,
Nihar Desai,
Francis Wilson,
Phillip Schulte,
Allison Dunning,
Daniel Jacoby,
Larry Allen,
Mona Fiuzat,
Joseph Rogers,
G. Michael Felker

Published: February 3, 2016
https://doi.org/10.1371/journal.pone.0145881

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Heart failure
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