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Vision-language model-based semantic-guided imaging biomarker for lung nodule malignancy prediction.

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Title: Vision-language model-based semantic-guided imaging biomarker for lung nodule malignancy prediction.
Authors: Zhuang, Luoting1, Tabatabaei, Seyed Mohammad Hossein1, Salehi-Rad, Ramin2,3, Tran, Linh M.2,3, Aberle, Denise R.1, Prosper, Ashley E.1, Hsu, William1, whsu@mednet.ucla.edu
Source: Journal of Biomedical Informatics; Dec2025, Vol. 172, pN.PAG-N.PAG, 1p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 189849722
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Vision-language model-based semantic-guided imaging biomarker for lung nodule malignancy prediction.
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  Data: <searchLink fieldCode="AU" term="%22Zhuang%2C+Luoting%22">Zhuang, Luoting</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Tabatabaei%2C+Seyed+Mohammad+Hossein%22">Tabatabaei, Seyed Mohammad Hossein</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Salehi-Rad%2C+Ramin%22">Salehi-Rad, Ramin</searchLink><relatesTo>2,3</relatesTo><br /><searchLink fieldCode="AU" term="%22Tran%2C+Linh+M%2E%22">Tran, Linh M.</searchLink><relatesTo>2,3</relatesTo><br /><searchLink fieldCode="AU" term="%22Aberle%2C+Denise+R%2E%22">Aberle, Denise R.</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Prosper%2C+Ashley+E%2E%22">Prosper, Ashley E.</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Hsu%2C+William%22">Hsu, William</searchLink><relatesTo>1</relatesTo>, <i>whsu@mednet.ucla.edu</i>
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PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=189849722
RecordInfo BibRecord:
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    Identifiers:
      – Type: doi
        Value: 10.1016/j.jbi.2025.104947
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      – Code: eng
        Text: English
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        PageCount: 1
        StartPage: N.PAG
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      – TitleFull: Vision-language model-based semantic-guided imaging biomarker for lung nodule malignancy prediction.
        Type: main
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      – PersonEntity:
          Name:
            NameFull: Zhuang, Luoting
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            NameFull: Tabatabaei, Seyed Mohammad Hossein
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            NameFull: Salehi-Rad, Ramin
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            NameFull: Tran, Linh M.
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            NameFull: Aberle, Denise R.
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            NameFull: Prosper, Ashley E.
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          Dates:
            – D: 01
              M: 12
              Text: Dec2025
              Type: published
              Y: 2025
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              Value: 172
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            – TitleFull: Journal of Biomedical Informatics
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