Risk prediction in patients with heart failure: a systematic review and analysis
Objectives: This study sought to review the literature for risk prediction models in patients
with heart failure and to identify the most consistently reported independent predictors of risk …
with heart failure and to identify the most consistently reported independent predictors of risk …
Factors influencing the predictive power of models for predicting mortality and/or heart failure hospitalization in patients with heart failure
W Ouwerkerk, AA Voors, AH Zwinderman - JACC: Heart Failure, 2014 - jacc.org
The present paper systematically reviews and compares existing prediction models in order
to establish the strongest variables, models, and model characteristics in patients with heart …
to establish the strongest variables, models, and model characteristics in patients with heart …
[HTML][HTML] Evaluating risk prediction models for adults with heart failure: A systematic literature review
GL Di Tanna, H Wirtz, KL Burrows, G Globe - PLoS One, 2020 - journals.plos.org
Background The ability to predict risk allows healthcare providers to propose which patients
might benefit most from certain therapies, and is relevant to payers' demands to justify …
might benefit most from certain therapies, and is relevant to payers' demands to justify …
Risk prediction models for mortality in ambulatory patients with heart failure: a systematic review
AC Alba, T Agoritsas, M Jankowski… - Circulation: Heart …, 2013 - Am Heart Assoc
Background—Optimal management of heart failure requires accurate assessment of
prognosis. Many prognostic models are available. Our objective was to identify studies that …
prognosis. Many prognostic models are available. Our objective was to identify studies that …
Predicting mortality in patients with heart failure: a pragmatic approach
ML Bouvy, ER Heerdink, HGM Leufkens, AW Hoes - Heart, 2003 - heart.bmj.com
Objective: To develop a comprehensive and easily applicable prognostic model predicting
mortality risk in patients with moderate to severe heart failure. Design: Prospective follow up …
mortality risk in patients with moderate to severe heart failure. Design: Prospective follow up …
Improving risk prediction in heart failure using machine learning
Background Predicting mortality is important in patients with heart failure (HF). However,
current strategies for predicting risk are only modestly successful, likely because they are …
current strategies for predicting risk are only modestly successful, likely because they are …
Development and validation of multivariable models to predict mortality and hospitalization in patients with heart failure
Introduction From a prospective multicentre multicountry clinical trial, we developed and
validated risk models to predict prospective all‐cause mortality and hospitalizations because …
validated risk models to predict prospective all‐cause mortality and hospitalizations because …
Predicting survival in heart failure: validation of the MAGGIC heart failure risk score in 51 043 patients from the S wedish H eart F ailure R egistry
U Sartipy, U Dahlström, M Edner… - European journal of …, 2014 - Wiley Online Library
Aims The aim of this study was to evaluate the performance of a recently developed risk
score for mortality in heart failure by external validation in a national heart failure registry …
score for mortality in heart failure by external validation in a national heart failure registry …
Predicting mortality among patients hospitalized for heart failure: derivation and validation of a clinical model
ContextA predictive model of mortality in heart failure may be useful for clinicians to improve
communication with and care of hospitalized patients. ObjectivesTo identify predictors of …
communication with and care of hospitalized patients. ObjectivesTo identify predictors of …
Risk prediction models for incident heart failure: a systematic review of methodology and model performance
Background Numerous models predicting the risk of incident heart failure (HF) have been
developed; however, evidence of their methodological rigor and reporting remains unclear …
developed; however, evidence of their methodological rigor and reporting remains unclear …
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