Feature Ranking in Predictive Models for Hospital-Acquired Acute Kidney Injury
نویسندگان
چکیده
منابع مشابه
National Veterans Health Administration inpatient risk stratification models for hospital-acquired acute kidney injury
OBJECTIVE Hospital-acquired acute kidney injury (HA-AKI) is a potentially preventable cause of morbidity and mortality. Identifying high-risk patients prior to the onset of kidney injury is a key step towards AKI prevention. MATERIALS AND METHODS A national retrospective cohort of 1,620,898 patient hospitalizations from 116 Veterans Affairs hospitals was assembled from electronic health recor...
متن کاملCommunity-acquired acute kidney injury in Asia.
Asia, the largest continent in the world, is heterogeneous in the ethnic, socioeconomic, and developmental status of its populations. A vast majority of it is poor with no adequate access to modern health care, making an accurate estimation of the nature and extent of acute kidney injury (AKI) difficult. Community-acquired AKI in otherwise healthy individuals is common, and the population devel...
متن کاملCommunity acquired vs hospital acquired acute kidney injury. mortality and timing of renal replacement therapy
Objectives To analyse differences in survival between patients presenting community acquired advanced acute kidney injury (CAKIN3) and hospital acquired advanced acute kidney injury (HAKIN3). We also evaluated Renal Replacement Therapy (RRT) timing impact in these two populations. Methods We studied a cohort of 217 critically ill patients all of them presenting advanced acute kidney injury (AKI...
متن کاملIncidence, Outcomes, and Risk Factors of Community-Acquired and Hospital-Acquired Acute Kidney Injury
The disease burden and outcomes of community-acquired (CA-) and hospital-acquired acute kidney injury (HA-AKI) are not well understood. The aim of the study was to investigate the incidence, outcomes, and risk factors of AKI in a large Taiwanese adult cohort.This retrospective cohort study examined 734,340 hospital admissions from a group of hospitals within an organization in Taiwan between Ja...
متن کاملSerum Creatinine Trajectories for Community- versus Hospital-Acquired Acute Kidney Injury.
BACKGROUND Patterns of acute kidney injury (AKI) can be distinguished by the rate of changes in the serum creation concentrations during hospitalizations. We hypothesized that the timing and values of minimum and maximum serum creatinine (sCr) could be used to distinguish between transient hospital-associated AKI (THA-AKI) and hospital-acquired AKI (HA-AKI). MATERIALS AND METHODS We evaluated...
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ژورنال
عنوان ژورنال: Scientific Reports
سال: 2018
ISSN: 2045-2322
DOI: 10.1038/s41598-018-35487-0