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AI-Enhanced Quantitative IHC Analysis for Prognostic Stratification in Marginal Zone Lymphoma: Development of a Revised MZL-IPI Model.

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Title: AI-Enhanced Quantitative IHC Analysis for Prognostic Stratification in Marginal Zone Lymphoma: Development of a Revised MZL-IPI Model.
Authors: Zhang, Qingyang1 (AUTHOR), Deng, Zeyu1,2 (AUTHOR), Yan, Wenzhe1,3 (AUTHOR), Zhu, Hongkai1,4 (AUTHOR), Tian, Zizhu1 (AUTHOR), Jiang, Yi2,3 (AUTHOR), Peng, Hongling1,3,4 (AUTHOR)
Source: Diagnostics (2075-4418). May2026, Vol. 16 Issue 10, p1456. 17p.
Database: Academic Search Ultimate
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Header DbId: asn
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An: 194119308
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PubType: Academic Journal
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  Data: AI-Enhanced Quantitative IHC Analysis for Prognostic Stratification in Marginal Zone Lymphoma: Development of a Revised MZL-IPI Model.
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  Data: <searchLink fieldCode="AR" term="%22Zhang%2C+Qingyang%22">Zhang, Qingyang</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Deng%2C+Zeyu%22">Deng, Zeyu</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Yan%2C+Wenzhe%22">Yan, Wenzhe</searchLink><relatesTo>1,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Zhu%2C+Hongkai%22">Zhu, Hongkai</searchLink><relatesTo>1,4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Tian%2C+Zizhu%22">Tian, Zizhu</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Jiang%2C+Yi%22">Jiang, Yi</searchLink><relatesTo>2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Peng%2C+Hongling%22">Peng, Hongling</searchLink><relatesTo>1,3,4</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22Diagnostics+%282075-4418%29%22">Diagnostics (2075-4418)</searchLink>. May2026, Vol. 16 Issue 10, p1456. 17p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=194119308
RecordInfo BibRecord:
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    Identifiers:
      – Type: doi
        Value: 10.3390/diagnostics16101456
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      – Code: eng
        Text: English
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        PageCount: 17
        StartPage: 1456
    Titles:
      – TitleFull: AI-Enhanced Quantitative IHC Analysis for Prognostic Stratification in Marginal Zone Lymphoma: Development of a Revised MZL-IPI Model.
        Type: main
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          Name:
            NameFull: Zhang, Qingyang
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            NameFull: Deng, Zeyu
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            NameFull: Yan, Wenzhe
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            NameFull: Zhu, Hongkai
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            NameFull: Tian, Zizhu
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            NameFull: Jiang, Yi
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            NameFull: Peng, Hongling
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          Dates:
            – D: 15
              M: 05
              Text: May2026
              Type: published
              Y: 2026
          Identifiers:
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              Value: 10
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            – TitleFull: Diagnostics (2075-4418)
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