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Enhancing survival risk prediction through imputation and feature selection in high-dimensional protein biomarker data

Abstract Protein-based molecular biomarkers play an important role in prognostic modeling and risk stratification in precision medicine. However, longitudinal survival studies involving high-dimensional biomarker data are frequently challenged by pervasive missingness and limited sample sizes, which...

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Bibliografiset tiedot
Päätekijät: Neelesh Kumar, Atanu Bhattacharjee, Gajendra K. Vishwakarma, Tanmoy Majumdar
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Nature Portfolio 2026-03-01
Sarja:Scientific Reports
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Linkit:https://doi.org/10.1038/s41598-026-43072-z
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