Health Care Analytics With Time-Invariant and Time-Variant Feature Importance to Predict Hospital-Acquired Acute Kidney Injury: Observational Longitudinal Study

BACKGROUND: Acute kidney injury (AKI) develops in 4% of hospitalized patients and is a marker of clinical deterioration and nephrotoxicity. AKI onset is highly variable in hospitals, which makes it difficult to time biomarker assessment in all patients for preemptive care. OBJECTIVE: The study sough...

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Detalles Bibliográficos
Autores principales: Chua, Horng-Ruey, Zheng, Kaiping, Vathsala, Anantharaman, Ngiam, Kee-Yuan, Yap, Hui-Kim, Lu, Liangjian, Tiong, Ho-Yee, Mukhopadhyay, Amartya, MacLaren, Graeme, Lim, Shir-Lynn, Akalya, K, Ooi, Beng-Chin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2021
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8742216/
https://www.ncbi.nlm.nih.gov/pubmed/34951595
http://dx.doi.org/10.2196/30805

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