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Development and Validation of a Machine Learning Model for Predicting Medication Adherence Among Home-Dwelling Elderly Patients: A Retrospective Cross-Sectional Study.

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Title: Development and Validation of a Machine Learning Model for Predicting Medication Adherence Among Home-Dwelling Elderly Patients: A Retrospective Cross-Sectional Study.
Authors: Zhang, Yujie (AUTHOR), Han, Yongli (AUTHOR), Yin, Xuemei (AUTHOR), Tian, Yue (AUTHOR), Wu, Mingfen (AUTHOR)
Source: Patient Preference & Adherence. May2026, Vol. 20, p1-17. 17p.
Database: Academic Search Ultimate
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An: 194805474
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  Data: Development and Validation of a Machine Learning Model for Predicting Medication Adherence Among Home-Dwelling Elderly Patients: A Retrospective Cross-Sectional Study.
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  Data: <searchLink fieldCode="AR" term="%22Zhang%2C+Yujie%22">Zhang, Yujie</searchLink> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Han%2C+Yongli%22">Han, Yongli</searchLink> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Yin%2C+Xuemei%22">Yin, Xuemei</searchLink> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Tian%2C+Yue%22">Tian, Yue</searchLink> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wu%2C+Mingfen%22">Wu, Mingfen</searchLink> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22Patient+Preference+%26+Adherence%22">Patient Preference & Adherence</searchLink>. May2026, Vol. 20, p1-17. 17p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=194805474
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.2147/PPA.S611334
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      – Code: eng
        Text: English
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        PageCount: 17
        StartPage: 1
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      – TitleFull: Development and Validation of a Machine Learning Model for Predicting Medication Adherence Among Home-Dwelling Elderly Patients: A Retrospective Cross-Sectional Study.
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            NameFull: Zhang, Yujie
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            NameFull: Han, Yongli
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            NameFull: Yin, Xuemei
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            NameFull: Tian, Yue
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            NameFull: Wu, Mingfen
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            – D: 01
              M: 05
              Text: May2026
              Type: published
              Y: 2026
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              Value: 1177889X
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              Value: 20
          Titles:
            – TitleFull: Patient Preference & Adherence
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