A machine learning model to predict diuretic resistance
JA Mercier, TW Ferguson, N Tangri - Kidney360, 2023 - journals.lww.com
Background Volume overload is a common complication encountered in hospitalized
patients, and the mainstay of therapy is diuresis. Unfortunately, the diuretic response in …
patients, and the mainstay of therapy is diuresis. Unfortunately, the diuretic response in …
[引用][C] Original Investigation A Machine Learning Model to Predict Diuretic Resistance
JA Mercier, TW Ferguson, N Tangri - europepmc.org
Background Volume overload is a common complication encountered in hospitalized
patients, and the mainstay of therapy is diuresis. Unfortunately, the diuretic response in …
patients, and the mainstay of therapy is diuresis. Unfortunately, the diuretic response in …
[HTML][HTML] Diuretic resistance prediction and risk factor analysis of patients with heart failure during hospitalization
X Lu, Y Xin, J Zhu, W Dong, TP Guan, JY Li, Q Li - Global Heart, 2022 - ncbi.nlm.nih.gov
Objectives: This study performed a prediction and risk factor analysis of diuretic resistance
(DR) in patients with decompensated heart failure during hospitalization. Methods: The data …
(DR) in patients with decompensated heart failure during hospitalization. Methods: The data …
The war of attrition on diuretic resistance: we need to open a third front
A Kazory - Cardiorenal Medicine, 2023 - karger.com
Acute heart failure (AHF) is the most common hospital discharge diagnosis among Medicare
beneficiaries resulting in approximately one million hospitalizations annually and …
beneficiaries resulting in approximately one million hospitalizations annually and …
Machine learning-based prediction model for volume responsiveness in critically ill patients with oliguric acute kidney injury
Y Hui, J Cao, Y Zhou, Y Wang, C Wen - 2023 - researchsquare.com
Methods We selected AKI patients from the US-based critical care database (Medical
Information Mart for Intensive Care, MIMIC-IV2. 2) who had urine output< 0.5 ml/kg/h in the …
Information Mart for Intensive Care, MIMIC-IV2. 2) who had urine output< 0.5 ml/kg/h in the …
[HTML][HTML] Diuretic strategies in patients with resistance to loop-diuretics in the intensive care unit: A retrospective study from the MIMIC-III database
JM Cote, J Bouchard, PT Murray… - Journal of Critical …, 2021 - Elsevier
Purpose To investigate various diuretic strategies to alleviate loop-diuretics resistance in
critically ill patients. Materials and method ICU adults requiring more than 1 mg/kg/day of …
critically ill patients. Materials and method ICU adults requiring more than 1 mg/kg/day of …
Validation of natriuretic response prediction equation in patients with acute decompensated heart failure
Introduction The majority of acute decompensated heart failure (ADHF) admissions are
driven by congestion. Sodium is the primary pathophysiologic driver of volume retention …
driven by congestion. Sodium is the primary pathophysiologic driver of volume retention …
Machine learning vs. traditional regression analysis for fluid overload prediction in the ICU
Fluid overload, while common in the ICU and associated with serious sequelae, is hard to
predict and may be influenced by ICU medication use. Machine learning (ML) approaches …
predict and may be influenced by ICU medication use. Machine learning (ML) approaches …
Explainable machine learning model for predicting furosemide responsiveness in patients with oliguric acute kidney injury
M Jiang, C Pan, J Li, L Xu, C Li - Renal Failure, 2023 - Taylor & Francis
Background Although current guidelines didn't support the routine use of furosemide in
oliguric acute kidney injury (AKI) management, some patients may benefit from furosemide …
oliguric acute kidney injury (AKI) management, some patients may benefit from furosemide …
Role of loop diuretic challenge in stage 3 acute kidney injury
A Sakhuja, G Bandak, EF Barreto… - Mayo Clinic …, 2019 - Elsevier
Objective To assess whether loop diuretic challenge predicts the need for dialysis among
critically ill patients with acute kidney injury (AKI) stage 3. Patients and Methods Adult …
critically ill patients with acute kidney injury (AKI) stage 3. Patients and Methods Adult …