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Predicting Post-cardiac Surgery Vasoplegia: Is Machine Learning Better Than Conventional Wisdom?

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Title: Predicting Post-cardiac Surgery Vasoplegia: Is Machine Learning Better Than Conventional Wisdom?
Authors: Tanaka KD; University of Oklahoma Norman Campus, Norman, OK., Miller AL; College of Medicine, University of Oklahoma, Oklahoma City, OK., Butt AL; Department of Anesthesiology, University of Oklahoma, Oklahoma City, OK., Stewart KE; Department of Anesthesiology, University of Oklahoma, Oklahoma City, OK; Department of Surgery, University of Oklahoma Health Campus-COM, Oklahoma City, OK. Electronic address: Kenneth-Stewart@ou.edu.
Source: Journal of cardiothoracic and vascular anesthesia [J Cardiothorac Vasc Anesth] 2026 Apr; Vol. 40 (4), pp. 1326-1327. Date of Electronic Publication: 2026 Jan 25.
Publication Type: Letter
Journal Info: Publisher: W.B. Saunders Country of Publication: United States NLM ID: 9110208 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1532-8422 (Electronic) Linking ISSN: 10530770 NLM ISO Abbreviation: J Cardiothorac Vasc Anesth Subsets: MEDLINE; In Process
Database: MEDLINE Ultimate
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PubType: Editorial & Opinion
PubTypeId: editorialOpinion
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  Data: Predicting Post-cardiac Surgery Vasoplegia: Is Machine Learning Better Than Conventional Wisdom?
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  Data: <searchLink fieldCode="AU" term="%22Tanaka+KD%22">Tanaka KD</searchLink>; University of Oklahoma Norman Campus, Norman, OK.<br /><searchLink fieldCode="AU" term="%22Miller+AL%22">Miller AL</searchLink>; College of Medicine, University of Oklahoma, Oklahoma City, OK.<br /><searchLink fieldCode="AU" term="%22Butt+AL%22">Butt AL</searchLink>; Department of Anesthesiology, University of Oklahoma, Oklahoma City, OK.<br /><searchLink fieldCode="AU" term="%22Stewart+KE%22">Stewart KE</searchLink>; Department of Anesthesiology, University of Oklahoma, Oklahoma City, OK; Department of Surgery, University of Oklahoma Health Campus-COM, Oklahoma City, OK. Electronic address: Kenneth-Stewart@ou.edu.
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  Data: <searchLink fieldCode="JN" term="%229110208%22">Journal of cardiothoracic and vascular anesthesia</searchLink> [J Cardiothorac Vasc Anesth] 2026 Apr; Vol. 40 (4), pp. 1326-1327. <i>Date of Electronic Publication: </i>2026 Jan 25.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22W%2EB%2E+Saunders%22">W.B. Saunders </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>9110208 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1532-8422 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2210530770%22">10530770 </searchLink><i>NLM ISO Abbreviation: </i>J Cardiothorac Vasc Anesth <i>Subsets: </i>MEDLINE; In Process
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41708363
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1053/j.jvca.2026.01.029
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        StartPage: 1326
    Titles:
      – TitleFull: Predicting Post-cardiac Surgery Vasoplegia: Is Machine Learning Better Than Conventional Wisdom?
        Type: main
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          Name:
            NameFull: Tanaka KD
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            NameFull: Miller AL
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            NameFull: Butt AL
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          Name:
            NameFull: Stewart KE
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          Dates:
            – D: 01
              M: 04
              Text: 2026 Apr
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-electronic
              Value: 1532-8422
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              Value: 40
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              Value: 4
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            – TitleFull: Journal of cardiothoracic and vascular anesthesia
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