The work proposed in this paper is to adopt advanced machine learning models like Random Forest, AdaBoost, and XGBoost on a given data of heart failure patients who continued the follow-up at regular intervals without being affected by external constraints. In addition to the above-mentioned ...
The survival for quartiles of cholesterol is shown in Figure 1. Triglycerides and LDL cholesterol also predicted survival (Table 2), but not HDL cholesterol (p > 0.8). Table 2. Predictors of Survival at 36 Months in Chronic Heart Failure Patients Derivation Study VariableHazard Ratio (95% CI...
In the last years, a stable incidence of HF patients was observed (544 per 100 000 population in 2016 vs. 551 per 100 000 population in 2018; P = 0.310). Mortality rate decreased from 20.55% in 2012 to 15.89% in 2018. The number of hospitalized patients remained similar (318.2 per ...
Of 94 patients evaluated after 1 month of therapy, 51 % had improved by at least one New York Heart Association functional class. Despite hemodynamic and clinical improvements, life table analysis showed a 39% mortality rate at 6 months and a 63% mortality rate at 1 year of therapy. ...
Dr. Nathalie Conrad from The George Institute for Global Health, UK at the University of Oxford, who led the research, said: "Despite considerable improvements in heart failure care since the early 2000s, overallmortality ratesin the UK have changed very little. We wanted to understand the und...
We examined the efficacy of long-term L-carnitine administration for the treatment of heart failure caused by dilated cardiomyopathy in adult patients. To accomplish this, we studied 80 patients with moderate to severe heart failure (New York Heart Association classification III to IV) caused by di...
Heart failure is associated with poor prognosis, but recent large-scale investigations have generated valuable and practical information to help improve clinical management and patient survival. This review presents an overview of the findings of recent heart failure survival studies and how these may af...
the early postoperative and midterm results, including one-year graft patency, in patients with multivessel disease undergoing total arterial and off-pump ... C Jae-Sung,C Kwang Ree,K Ki-Bong 被引量: 0发表: 2019年 Chronic renal failure in children. Causes, rate of deterioration and survival...
Renal dysfunction (RD) often characterizes the worse course of patients with advanced heart failure (AHF). Many prognosis assessments are hindered by researcher biases, redundant predictors, and lack of clinical applicability. In this study, we enroll 1736 AHF/RD patients, including data from Henan...
estimated glomerular filtration rateHFheart failureheart failureMRAmineralocorticoid receptor antagonistmineralocorticoid receptor antagonistThe purpose of this study was to determine whether a diuretic effect may be detectable in patients treated with eplerenone, a mineralocorticoid receptor antagonist, as compared...