Machine learning algorithm to predict mortality in patients undergoing continuous renal replacement therapy
نویسندگان
چکیده
منابع مشابه
Heart rate is associated with mortality in patients undergoing continuous renal replacement therapy
BACKGROUND Heart rate (HR) is an essential vital sign based on the finding that HR beyond its normal range is associated with several conditions or diseases, including high mortality in several clinical settings. Nevertheless, the clinical implications of HR remain unresolved in patients undergoing continuous renal replacement therapy (CRRT). METHODS This retrospective cohort study included 8...
متن کاملDysnatremia, its correction, and mortality in patients undergoing continuous renal replacement therapy: a prospective observational study.
BACKGROUND Although dysnatremia has been reported to be correlated with mortality risk, this issue remains unresolved in patients undergoing continuous renal replacement therapy (CRRT). Furthermore, it has not been determined whether change in or correction of sodium is related to mortality risk in this subset. METHODS A total of 569 patients were prospectively enrolled at the start of CRRT b...
متن کاملDeterminants of renal recovery and mortality inpatients undergoing continuous renal replacement therapy in the ICU
Methods Electronic medical records of patients requiring CRRT during their stay in our 35-bed medical-surgical ICU (January 2012-December 2013) were reviewed. Patients were excluded if they were dialysis-dependent prior to admission, started on CRRT for toxin removal only, transferred to another hospital while on CRRT or died within 24 hours of admission. Binary logistic regression was performe...
متن کاملA clinical score to predict mortality in septic acute kidney injury patients requiring continuous renal replacement therapy: the HELENICC score
BACKGROUND This study aimed to identify predictors of early (7-day) mortality in patients with septic acute kidney injury (AKI) who required continuous renal replacement therapy (CRRT). METHODS Prospective cohort of 186 septic AKI patients undergoing CRRT at a tertiary hospital, from October 2005 to November 2010. RESULTS After multivariate adjustment, five variables were associated to earl...
متن کاملContinuous renal replacement therapy.
Acute renal failure refers to sudden deterioration in biochemical and physiological functioning of kidneys and often associated with multi organ failure. Continuous renal replacement therapy (CRRT) holds special significance for the treatment of renal failure due to a variety of factors. It is believed that CRRT helps in restoration of acid-base imbalances and electrolyte abnormalities. Along w...
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ژورنال
عنوان ژورنال: Critical Care
سال: 2020
ISSN: 1364-8535
DOI: 10.1186/s13054-020-2752-7