How Can We Ensure Reproducibility and Clinical Translation of Machine Learning Applications in Laboratory Medicine?

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Title: How Can We Ensure Reproducibility and Clinical Translation of Machine Learning Applications in Laboratory Medicine?
Authors: Haymond S; Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA.; Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA., Master SR; Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia; Philadelphia, PA, USA.; Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Source: Clinical chemistry [Clin Chem] 2022 Mar 04; Vol. 68 (3), pp. 392-395.
Publication Type: Journal Article; Research Support, N.I.H., Extramural
Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 9421549 Publication Model: Print Cited Medium: Internet ISSN: 1530-8561 (Electronic) Linking ISSN: 00099147 NLM ISO Abbreviation: Clin Chem Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Haymond+S%22">Haymond S</searchLink>; Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA.; Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.<br /><searchLink fieldCode="AU" term="%22Master+SR%22">Master SR</searchLink>; Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia; Philadelphia, PA, USA.; Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
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        Value: 10.1093/clinchem/hvab272
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      – Code: eng
        Text: English
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        StartPage: 392
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      – TitleFull: How Can We Ensure Reproducibility and Clinical Translation of Machine Learning Applications in Laboratory Medicine?
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              Text: 2022 Mar 04
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