Prediction of pediatric Wilms tumor recurrence using interpretable machine learning models: insights from a 20-year real-world study and the prognostic value of Ki-67.
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| Title: | Prediction of pediatric Wilms tumor recurrence using interpretable machine learning models: insights from a 20-year real-world study and the prognostic value of Ki-67. |
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| Authors: | Fang H; Department of Urology, Children's Hospital of Chongqing Medical University Chongqing 401122, China.; National Clinical Research Center for Child Health and Disorders Chongqing 401122, China.; Ministry of Education Key Laboratory of Child Development and Disorders Chongqing 401122, China.; Chongqing Key Laboratory of Structural Birth Defect and Reconstruction Chongqing 401122, China., Yu Y; Department of Urology, Children's Hospital of Chongqing Medical University Chongqing 401122, China.; National Clinical Research Center for Child Health and Disorders Chongqing 401122, China.; Ministry of Education Key Laboratory of Child Development and Disorders Chongqing 401122, China.; Chongqing Key Laboratory of Structural Birth Defect and Reconstruction Chongqing 401122, China., Dong J; Department of Urology, Children's Hospital of Chongqing Medical University Chongqing 401122, China.; National Clinical Research Center for Child Health and Disorders Chongqing 401122, China.; Ministry of Education Key Laboratory of Child Development and Disorders Chongqing 401122, China.; Chongqing Key Laboratory of Structural Birth Defect and Reconstruction Chongqing 401122, China., Chen Z; School of Economics and Business Administration, Chongqing University Chongqing 400030, China., Liu F; School of Economics and Business Administration, Chongqing University Chongqing 400030, China., Liu Z; Department of Urology, Jiangxi Children's Medical Center Nanchang 330200, Jiangxi, China., Li Q; School of Finance, Chongqing Technology and Business University Chongqing 400067, China., Liu X; Department of Urology, Children's Hospital of Chongqing Medical University Chongqing 401122, China.; National Clinical Research Center for Child Health and Disorders Chongqing 401122, China.; Ministry of Education Key Laboratory of Child Development and Disorders Chongqing 401122, China.; Chongqing Key Laboratory of Structural Birth Defect and Reconstruction Chongqing 401122, China., Lin T; Department of Urology, Children's Hospital of Chongqing Medical University Chongqing 401122, China.; National Clinical Research Center for Child Health and Disorders Chongqing 401122, China.; Ministry of Education Key Laboratory of Child Development and Disorders Chongqing 401122, China.; Chongqing Key Laboratory of Structural Birth Defect and Reconstruction Chongqing 401122, China., He D; Department of Urology, Children's Hospital of Chongqing Medical University Chongqing 401122, China.; National Clinical Research Center for Child Health and Disorders Chongqing 401122, China.; Ministry of Education Key Laboratory of Child Development and Disorders Chongqing 401122, China.; Chongqing Key Laboratory of Structural Birth Defect and Reconstruction Chongqing 401122, China., Wei G; Department of Urology, Children's Hospital of Chongqing Medical University Chongqing 401122, China.; National Clinical Research Center for Child Health and Disorders Chongqing 401122, China.; Ministry of Education Key Laboratory of Child Development and Disorders Chongqing 401122, China.; Chongqing Key Laboratory of Structural Birth Defect and Reconstruction Chongqing 401122, China., Zhang D; Department of Urology, Children's Hospital of Chongqing Medical University Chongqing 401122, China.; National Clinical Research Center for Child Health and Disorders Chongqing 401122, China.; Ministry of Education Key Laboratory of Child Development and Disorders Chongqing 401122, China.; Chongqing Key Laboratory of Structural Birth Defect and Reconstruction Chongqing 401122, China. |
| Source: | American journal of cancer research [Am J Cancer Res] 2025 Sep 15; Vol. 15 (9), pp. 3835-3853. Date of Electronic Publication: 2025 Sep 15 (Print Publication: 2025). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: e-Century Pub. Corp Country of Publication: United States NLM ID: 101549944 Publication Model: eCollection Cited Medium: Print ISSN: 2156-6976 (Print) Linking ISSN: 21566976 NLM ISO Abbreviation: Am J Cancer Res Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41113971 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Prediction of pediatric Wilms tumor recurrence using interpretable machine learning models: insights from a 20-year real-world study and the prognostic value of Ki-67. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Fang+H%22">Fang H</searchLink>; Department of Urology, Children's Hospital of Chongqing Medical University Chongqing 401122, China.; National Clinical Research Center for Child Health and Disorders Chongqing 401122, China.; Ministry of Education Key Laboratory of Child Development and Disorders Chongqing 401122, China.; Chongqing Key Laboratory of Structural Birth Defect and Reconstruction Chongqing 401122, China.<br /><searchLink fieldCode="AU" term="%22Yu+Y%22">Yu Y</searchLink>; Department of Urology, Children's Hospital of Chongqing Medical University Chongqing 401122, China.; National Clinical Research Center for Child Health and Disorders Chongqing 401122, China.; Ministry of Education Key Laboratory of Child Development and Disorders Chongqing 401122, China.; Chongqing Key Laboratory of Structural Birth Defect and Reconstruction Chongqing 401122, China.<br /><searchLink fieldCode="AU" term="%22Dong+J%22">Dong J</searchLink>; Department of Urology, Children's Hospital of Chongqing Medical University Chongqing 401122, China.; National Clinical Research Center for Child Health and Disorders Chongqing 401122, China.; Ministry of Education Key Laboratory of Child Development and Disorders Chongqing 401122, China.; Chongqing Key Laboratory of Structural Birth Defect and Reconstruction Chongqing 401122, China.<br /><searchLink fieldCode="AU" term="%22Chen+Z%22">Chen Z</searchLink>; School of Economics and Business Administration, Chongqing University Chongqing 400030, China.<br /><searchLink fieldCode="AU" term="%22Liu+F%22">Liu F</searchLink>; School of Economics and Business Administration, Chongqing University Chongqing 400030, China.<br /><searchLink fieldCode="AU" term="%22Liu+Z%22">Liu Z</searchLink>; Department of Urology, Jiangxi Children's Medical Center Nanchang 330200, Jiangxi, China.<br /><searchLink fieldCode="AU" term="%22Li+Q%22">Li Q</searchLink>; School of Finance, Chongqing Technology and Business University Chongqing 400067, China.<br /><searchLink fieldCode="AU" term="%22Liu+X%22">Liu X</searchLink>; Department of Urology, Children's Hospital of Chongqing Medical University Chongqing 401122, China.; National Clinical Research Center for Child Health and Disorders Chongqing 401122, China.; Ministry of Education Key Laboratory of Child Development and Disorders Chongqing 401122, China.; Chongqing Key Laboratory of Structural Birth Defect and Reconstruction Chongqing 401122, China.<br /><searchLink fieldCode="AU" term="%22Lin+T%22">Lin T</searchLink>; Department of Urology, Children's Hospital of Chongqing Medical University Chongqing 401122, China.; National Clinical Research Center for Child Health and Disorders Chongqing 401122, China.; Ministry of Education Key Laboratory of Child Development and Disorders Chongqing 401122, China.; Chongqing Key Laboratory of Structural Birth Defect and Reconstruction Chongqing 401122, China.<br /><searchLink fieldCode="AU" term="%22He+D%22">He D</searchLink>; Department of Urology, Children's Hospital of Chongqing Medical University Chongqing 401122, China.; National Clinical Research Center for Child Health and Disorders Chongqing 401122, China.; Ministry of Education Key Laboratory of Child Development and Disorders Chongqing 401122, China.; Chongqing Key Laboratory of Structural Birth Defect and Reconstruction Chongqing 401122, China.<br /><searchLink fieldCode="AU" term="%22Wei+G%22">Wei G</searchLink>; Department of Urology, Children's Hospital of Chongqing Medical University Chongqing 401122, China.; National Clinical Research Center for Child Health and Disorders Chongqing 401122, China.; Ministry of Education Key Laboratory of Child Development and Disorders Chongqing 401122, China.; Chongqing Key Laboratory of Structural Birth Defect and Reconstruction Chongqing 401122, China.<br /><searchLink fieldCode="AU" term="%22Zhang+D%22">Zhang D</searchLink>; Department of Urology, Children's Hospital of Chongqing Medical University Chongqing 401122, China.; National Clinical Research Center for Child Health and Disorders Chongqing 401122, China.; Ministry of Education Key Laboratory of Child Development and Disorders Chongqing 401122, China.; Chongqing Key Laboratory of Structural Birth Defect and Reconstruction Chongqing 401122, China. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101549944%22">American journal of cancer research</searchLink> [Am J Cancer Res] 2025 Sep 15; Vol. 15 (9), pp. 3835-3853. <i>Date of Electronic Publication: </i>2025 Sep 15 (<i>Print Publication: </i>2025). – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22e-Century+Pub%2E+Corp%22">e-Century Pub. Corp </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101549944 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>2156-6976 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2221566976%22">21566976 </searchLink><i>NLM ISO Abbreviation: </i>Am J Cancer Res <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41113971 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.62347/GLJC3405 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 3835 Titles: – TitleFull: Prediction of pediatric Wilms tumor recurrence using interpretable machine learning models: insights from a 20-year real-world study and the prognostic value of Ki-67. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Fang H – PersonEntity: Name: NameFull: Yu Y – PersonEntity: Name: NameFull: Dong J – PersonEntity: Name: NameFull: Chen Z – PersonEntity: Name: NameFull: Liu F – PersonEntity: Name: NameFull: Liu Z – PersonEntity: Name: NameFull: Li Q – PersonEntity: Name: NameFull: Liu X – PersonEntity: Name: NameFull: Lin T – PersonEntity: Name: NameFull: He D – PersonEntity: Name: NameFull: Wei G – PersonEntity: Name: NameFull: Zhang D IsPartOfRelationships: – BibEntity: Dates: – D: 15 M: 09 Text: 2025 Sep 15 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 2156-6976 Numbering: – Type: volume Value: 15 – Type: issue Value: 9 Titles: – TitleFull: American journal of cancer research Type: main |
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