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Machine Learning-Derived Risk Groups and Clinical Implementation of Survival Prediction in Lung Cancer: Evidence from a Kazakh National Cohort.

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Title: Machine Learning-Derived Risk Groups and Clinical Implementation of Survival Prediction in Lung Cancer: Evidence from a Kazakh National Cohort.
Authors: Avizova, Zeinep1,2 (AUTHOR) zeinepavizova@gmail.com, Myssayev, Ayan O.2,3 (AUTHOR), Iztleuov, Yerbolat M.1,3 (AUTHOR)
Source: Diagnostics (2075-4418). May2026, Vol. 16 Issue 10, p1479. 15p.
Database: Academic Search Ultimate
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  Data: Machine Learning-Derived Risk Groups and Clinical Implementation of Survival Prediction in Lung Cancer: Evidence from a Kazakh National Cohort.
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  Data: <searchLink fieldCode="JN" term="%22Diagnostics+%282075-4418%29%22">Diagnostics (2075-4418)</searchLink>. May2026, Vol. 16 Issue 10, p1479. 15p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=194119331
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    Identifiers:
      – Type: doi
        Value: 10.3390/diagnostics16101479
    Languages:
      – Code: eng
        Text: English
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        PageCount: 15
        StartPage: 1479
    Titles:
      – TitleFull: Machine Learning-Derived Risk Groups and Clinical Implementation of Survival Prediction in Lung Cancer: Evidence from a Kazakh National Cohort.
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            NameFull: Avizova, Zeinep
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            NameFull: Myssayev, Ayan O.
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            NameFull: Iztleuov, Yerbolat M.
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            – D: 15
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              Text: May2026
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              Y: 2026
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              Value: 16
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              Value: 10
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            – TitleFull: Diagnostics (2075-4418)
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