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 |
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