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Novel graph-based centralized and decentralized approaches for early AKI prediction

Abstract Acute kidney injury (AKI) is a life-threatening problem for hospitalized patients, and early detection is crucial to reduce severe outcomes. Traditional predictive methods lack in monitoring complex physiological patterns and ensuring data privacy in decentralized healthcare settings. The s...

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Bibliografiset tiedot
Päätekijät: V. S. Suresh Kumar, R. Devi Priya, M. Vijayakumar
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Nature Portfolio 2025-12-01
Sarja:Scientific Reports
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Linkit:https://doi.org/10.1038/s41598-025-31211-x
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