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

• প্রধান লেখক: Horng-Ruey Chua (লেখক), Kaiping Zheng (লেখক), Anantharaman Vathsala (লেখক), Kee-Yuan Ngiam (লেখক), Hui-Kim Yap (লেখক), Liangjian Lu (লেখক), Ho-Yee Tiong (লেখক), Amartya Mukhopadhyay (লেখক), Graeme MacLaren (লেখক), Shir-Lynn Lim (লেখক), K Akalya (লেখক), Beng-Chin Ooi (লেখক)
• বিন্যাস: গ্রন্থ
• প্রকাশিত: JMIR Publications, 2021-12-01T00:00:00Z.
• বিষয়গুলি: article
• অনলাইন ব্যবহার করুন: Connect to this object online.

BackgroundAcute 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. ObjectiveThe study sought to...