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Development and Implementation of a Machine Learning Model for Prediction of Surgical Case Duration.

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Title: Development and Implementation of a Machine Learning Model for Prediction of Surgical Case Duration.
Authors: Siewerdsen JH, Boroujeni NM, Milhorn AC, Sarwar O, Owens K, Fabian C, Stapleton S, Ghafar R, Jaffray DA, Hagberg CA, Tsao AS, Clemens MW
Source: Joint Commission journal on quality and patient safety [Jt Comm J Qual Patient Saf] 2026 Jun 01. Date of Electronic Publication: 2026 Jun 01.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 101238023 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1938-131X (Electronic) Linking ISSN: 15537250 NLM ISO Abbreviation: Jt Comm J Qual Patient Saf Subsets: MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
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  Data: Development and Implementation of a Machine Learning Model for Prediction of Surgical Case Duration.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%22">Elsevier </searchLink><i>Country of Publication: </i>Netherlands <i>NLM ID: </i>101238023 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1938-131X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2215537250%22">15537250 </searchLink><i>NLM ISO Abbreviation: </i>Jt Comm J Qual Patient Saf <i>Subsets: </i>MEDLINE
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RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1016/j.jcjq.2026.05.009
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      – Code: eng
        Text: English
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      – TitleFull: Development and Implementation of a Machine Learning Model for Prediction of Surgical Case Duration.
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            NameFull: Siewerdsen JH
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            NameFull: Boroujeni NM
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          Dates:
            – D: 01
              M: 06
              Text: 2026 Jun 01
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-electronic
              Value: 1938-131X
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            – TitleFull: Joint Commission journal on quality and patient safety
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