Risk stratification for in-hospital mortality in acutely decompensated heart failure: classification and regression tree analysis.

No abstract is available for this paper.

• Publication year

  2005

• Venue

  Journal of the American Medical Association (JAMA)

• Publication date

  2005-02-02

• Fields of study

  Medicine

• Identifiers
  DOI 10.1016/J.ACCREVIEW.2005.02.073PMID 15687312
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Characteristics and outcomes of patients hospitalized for heart failure in the United States: rationale, design, and preliminary observations from the first 100,000 cases in the Acute Decompensated Heart Failure National Registry (ADHERE).

  2005cited by this paper
• Incidence, predictors at admission, and impact of worsening renal function among patients hospitalized with heart failure.

  2004cited by this paper
• The cardiorenal connection.

  2004cited by this paper
• Demographics and concomitant disorders in heart failure.

  2003cited by this paper
• The problem of decompensated heart failure: nomenclature, classification, and risk stratification.

  2003cited by this paper
• Usefulness of anemia as a predictor of death and rehospitalization in patients with decompensated heart failure.

  2003influential reference
• Heart failure etiology and response to milrinone in decompensated heart failure: results from the OPTIME-CHF study.

  2003cited by this paper
• Predicting mortality among patients hospitalized for heart failure: derivation and validation of a clinical model.

  2003cited by this paper
• Clinical assessment identifies hemodynamic profiles that predict outcomes in patients admitted with heart failure.

  2003cited by this paper
• Predictors of mortality in younger and older patients with heart failure and preserved or reduced left ventricular ejection fraction.

  2003cited by this paper
• Prognostic value of combination of cardiac troponin T and B-type natriuretic peptide after initiation of treatment in patients with chronic heart failure.

  2003cited by this paper
• Heart failure: how big is the problem? Who are the patients? What does the future hold?

  2003cited by this paper
• Anemia Is Common in Heart Failure and Is Associated With Poor Outcomes: Insights From a Cohort of 12 065 Patients With New-Onset Heart Failure

  2003cited by this paper
• The Acute Decompensated Heart Failure National Registry (ADHERE): opportunities to improve care of patients hospitalized with acute decompensated heart failure.

  2003cited by this paper
• The prognostic importance of anemia in patients with heart failure.

  2003cited by this paper
• Electrocardiographic algorithm for assignment of occluded vessel in acute myocardial infarction.

  2003cited by this paper
• Clinical applications of B-type natriuretic peptide (BNP) testing.

  2003cited by this paper
• Prognosis for patients newly admitted to hospital with heart failure: survival trends in 12 220 index admissions in Leicestershire 1993–2001

  2003cited by this paper
• Short-term intravenous milrinone for acute exacerbation of chronic heart failure: a randomized controlled trial.

  2002cited by this paper
• A simple risk index for rapid initial triage of patients with ST-elevation myocardial infarction: an InTIME II substudy☆

  2002cited by this paper
• A decision tree for tuberculosis contact investigation.

  2002cited by this paper
• Predicting death due to progressive heart failure in patients with mild-to-moderate chronic heart failure.

  2002cited by this paper
• Worsening renal function: what is a clinically meaningful change in creatinine during hospitalization with heart failure?

  2002influential reference
• Spectrum of heart failure in older patients: results from the National Heart Failure project.

  2002cited by this paper
• A simple risk index for rapid initial triage of patients with ST-elevation myocardial infarction: an InTIME II substudy.

  2001cited by this paper
• A rapid bedside test for B-type peptide predicts treatment outcomes in patients admitted for decompensated heart failure: a pilot study.

  2001cited by this paper
• Risk stratification in middle‐aged patients with congestive heart failure: prospective comparison of the Heart Failure Survival Score (HFSS) and a simplified two‐variable model

  2001cited by this paper
• Predicting one-year mortality among elderly survivors of hospitalization for an acute myocardial infarction: results from the Cooperative Cardiovascular Project.

  2001cited by this paper
• Bone marrow features improve prognostic efficiency in multivariate risk classification of chronic-phase Ph(1+) chronic myelogenous leukemia: a multicenter trial.

  2001cited by this paper
• Predictors of outcome in patients with acute coronary syndromes without persistent ST-segment elevation. Results from an international trial of 9461 patients. The PURSUIT Investigators.

  2000cited by this paper
• The TIMI risk score for unstable angina/non-ST elevation MI: A method for prognostication and therapeutic decision making.

  2000cited by this paper
• Prediction of 1-year survival after thrombolysis for acute myocardial infarction in the global utilization of streptokinase and TPA for occluded coronary arteries trial.

  2000cited by this paper
• TIMI Risk Score for ST-Elevation Myocardial Infarction: A Convenient, Bedside, Clinical Score for Risk Assessment at Presentation: An Intravenous nPA for Treatment of Infarcting Myocardium Early II Trial Substudy

  2000cited by this paper
• An Introduction to Classification and Regression Tree (CART) Analysis

  2000cited by this paper
• Variations among hospitals in the quality of care for heart failure.

  2000cited by this paper
• Prediction of hospital readmission for heart failure: development of a simple risk score based on administrative data.

  1999cited by this paper
• Prediction of hospital readmission for heart failure: development of a simple risk score based on administrative data.

  1999cited by this paper
• PREDICT: A simple risk score for clinical severity and long-term prognosis after hospitalization for acute myocardial infarction or unstable angina: the Minnesota heart survey.

  1999cited by this paper
• Development and prospective validation of a clinical index to predict survival in ambulatory patients referred for cardiac transplant evaluation.

  1996cited by this paper
• Mortality risk and patterns of practice in 4606 acute care patients with congestive heart failure. The relative importance of age, sex, and medical therapy. Clinical Quality Improvement Network Investigators.

  1996cited by this paper
• Classification and regression trees (CART) for prediction of function at 1 year following head trauma.

  1995influential reference
• Primary cutaneous melanoma. Identification of prognostic groups and estimation of individual prognosis for 5093 patients

  1995cited by this paper
• Ejection Fraction, Peak Exercise Oxygen Consumption, Cardiothoracic Ratio, Ventricular Arrhythmias, and Plasma Norepinephrine as Determinants of Prognosis in Heart Failure

  1993cited by this paper

• Valor pronóstico de la impresión clínica frente a las escalas ELAN-HF y BCN-Bio-HF tras un ingreso por insuficiencia cardíaca aguda

  2026cites this paper
• Prognostic value of clinical judgment versus the ELAN-HF and BCN-Bio-HF risk scores after hospitalization for acute heart failure.

  2026cites this paper
• Low Serum Lysophospholipids Predict Increased In-Hospital Mortality in Patients With Acute Heart Failure.

  2026cites this paper
• The Prognostic Significance of Invasive Hemodynamic Variables in Ambulatory Patients with Heart Failure

  2026cites this paper
• Prediction models and risk scores in different types of heart failure: a review

  2025cites this paper
• Salt and Structure: Linking Hyponatremia to Cardiac Dysfunction in Critical Heart Failure

  2025cites this paper
• Mechanistic Basis for Differential Effects of Interatrial Shunt Treatment in HFrEF vs HFpEF: The RELIEVE-HF trial.

  2025cites this paper
• Risk Profiles for Chronic Stress in Employees of Nursing Homes and the Role of Physical Activity

  2025cites this paper
• Racial differences in diuretic therapy, B-type natriuretic peptide values, and prognosis in acute heart failure.

  2025cites this paper
• Hypocapnia and its relationship with in-hospital mortality in acute heart failure patients: Insights from the Indonesian multicenter ICCU registry

  2025cites this paper
• Novel and established biomarkers to complement risk scores in patients with acute decompensated heart failure – a pilot study

  2025cites this paper
• Association of Pan-Immune-Inflammation Value with In-Hospital Mortality in Acute Decompensated Heart Failure with Reduced Ejection Fraction

  2025cites this paper
• A novel risk score model for predicting mortality in heart failure with preserved ejection fraction: Insights from the CURE-HF Registry–ApHAC score

  2025cites this paper
• Risk stratification and survival prediction in heart failure: from grades to scores

  2025cites this paper
• Clinical, paraclinical, therapeutic features of acute decompensated heart failure in a Moroccan population

  2025cites this paper
• Improved Regression Tree Models Using Generalization Error‐Based Splitting Criteria

  2025cites this paper
• Mortality Prediction in Heart Failure Patients: Machine Learning Versus Get With The Guidelines-Heart Failure (GWTG-HF) and Acute Decompensated Heart Failure National Registry (ADHERE)

  2025influential citation
• Risk calculator of multimorbid risk of rehospitalization and death from heart failure: including the contribution of the gut microbiome

  2025cites this paper
• In-Hospital Adverse Events in Heart Failure Patients: Incidence and Association with 90-Day Mortality.

  2025cites this paper
• Risk factors for in-hospital mortality in acute heart failure, a cross-sectional study

  2025cites this paper
• Identifying low-risk in patients with worsening heart failure with short hospital stay: A comparison of risk scores in predicting 30-day risk events.

  2025cites this paper
• Assessment of the Accuracy of the ADHERE Score in a Brazilian Acute Heart Failure Cohort

  2025cites this paper
• Construction and validation of a prediction model for 90-day readmission risk in patients with chronic heart failure

  2025cites this paper
• Comparative performance of risk prediction indices for mortality or readmission following heart failure hospitalization

  2025cites this paper
• Palliative Care in Decompensated Heart Failure Requiring Inotropic Therapy: Opportunities for Integration to Improve Outcomes.

  2025cites this paper
• Assessment of the Accuracy of the ADHERE Score in a Brazilian Acute Heart Failure Cohort.

  2025cites this paper
• Prediction of 90 day mortality in elderly patients with acute HF from e‐health records using artificial intelligence

  2025cites this paper
• Initial high-dose β-blockers toleration with reduced ejection fraction heart failure of hospitalized hypertensive patients

  2025cites this paper
• Exploring comorbidities, triggers, and etiologies in heart failure. Insights from the SEPE registry subanalysis

  2025cites this paper
• Impact of Angiotensin Receptor-Neprilysin Inhibitors on Patients With Acute Heart Failure Syndrome

  2025cites this paper
• Prognostic Factors for Mortality Following Diaphragmatic Herniorrhaphy in Dogs and Cats: Multivariable Logistic Regression and Machine Learning Approaches

  2025cites this paper
• In-Hospital Management of Acute Heart Failure.

  2025cites this paper
• In-hospital mortality and associated factors among pediatric patients with heart failure at selected public hospitals of eastern Ethiopia

  2025cites this paper
• Prognostic Models in Heart Failure: Hope or Hype?

  2025cites this paper
• Prognostic Significance of Diastolic Hypotensive Episodes in Patients Stabilized After Acute Heart Failure.

  2025cites this paper
• Predicting ICU mortality in heart failure patients based on blood tests and vital signs

  2025cites this paper
• Serum NT-ProBNP/Chloride Ratio Predicts Adverse Cardiovascular Outcomes in Patients with Acute Heart Failure

  2025cites this paper
• A comprehensive review of inpatient heart failure management for the hospitalist

  2025cites this paper
• Risk classification for long‐term mortality among patients with acute heart failure: China PEACE 4YMortality

  2025cites this paper
• Peripheral Venous Pressure-Guided Decongestive Therapy in Heart Failure 2 (PERIPHERAL-HF2).

  2025cites this paper
• A new machine learning approach to optimize correlated biomarkers

  2025cites this paper
• Clinical management and therapeutic optimization of patients with heart failure with reduced ejection fraction and low blood pressure. A clinical consensus statement of the Heart Failure Association (HFA) of the ESC

  2025cites this paper
• Multi-teacher knowledge extraction for prostate cancer recognition in intelligent medical assistance systems

  2024cites this paper
• Serum Osmolality as a Predictor of Renal Function Decline: A Retrospective Cohort Study

  2024cites this paper
• Short-term mortality and readmission rate prediction by the sequential organ failure assessment score in acute decompensated heart failure

  2024cites this paper
• Evaluation of the Accuracy of Point-of-Care Urine Chloride Measured via Strip Test in Patients with Heart Failure

  2024cites this paper
• Prognosis of Stevens-Johnson Syndrome and Toxic Epidermal Necrolysis: A Cohort Study of 216 Patients in an Inpatient Dermatology Department

  2024cites this paper
• Association of Blood Urea Nitrogen With Incident Heart Failure in the Community　- The Atherosclerosis Risk in Communities (ARIC) Study.

  2024cites this paper
• Effect of pulmonary artery catheter, type & combination of vasoactives for optimizing lactate clearance in acute myocardial infarction complicated by cardiogenic shock.

  2024cites this paper
• 2024 Clinical practice guidelines for Chronic heart failure

  2024cites this paper
• Absence of Kidney Tubular Injury in Patients With Acute Heart Failure With Acute Kidney Injury

  2024cites this paper
• Enablers of successful employment outcomes for people with disabilities

  2024cites this paper
• Comparing ensemble learning algorithms and severity of illness scoring systems in cardiac intensive care units: a retrospective study.

  2024cites this paper
• Interatrial Shunt Treatment for Heart Failure: The Randomized RELIEVE-HF Trial

  2024cites this paper
• Intracardiac energy inefficiency during decompensated and compensated heart failure

  2024cites this paper
• Telehealth‐aided outpatient management of acute heart failure in a specialist virtual ward compared with standard care

  2024cites this paper
• A multicenter prospective study on the ESC algorithm for the early diagnosis of non-ST-elevation myocardial infarction

  2024cites this paper
• Quantitative Definition of Low-Health-Interest Populations by Using Regression Trees: A Nationwide Internet Survey in Japan

  2024cites this paper
• Development of interpretable machine learning models to predict in‐hospital prognosis of acute heart failure patients

  2024cites this paper
• Impact of the fibrosis-4 index in patients with ST-elevated myocardial infarction

  2024cites this paper
• Características e Prognóstico de Pacientes com Insuficiência Cardíaca Aguda de Acordo com a Classificação Universal da Fração de Ejeção

  2024cites this paper
• Predicting in‐hospital mortality among patients admitted with a diagnosis of heart failure: a machine learning approach

  2024cites this paper
• Relationship between high sensitivity troponin I and clinical outcomes in non–acute coronary syndrome (non-ACS) acute heart failure patients – a one-year follow-up study

  2024influential citation
• Shifting the Paradigm: How Stress Hyperglycemia Alters the Landscape of Heart Failure Management

  2024cites this paper
• A new nomogram to predict in-hospital mortality in patients with acute decompensated chronic heart failure and diabetes after 48 Hours of Intensive Care Unit

  2024cites this paper
• Histopathology of congestive nephropathy: a case description and literature review

  2024cites this paper
• Correlation between blood albumin and hospital death and long-term death in ICU patients with heart failure: data from the medical information mart for intensive care III database.

  2024cites this paper
• Validation of a New Scoring Method to Assess the Efficacy of Rapid Initiation and Titration of Combination Pharmacotherapy for Patients Hospitalized with Acute Decompensated Heart Failure with Reduced and Mildly Reduced Ejection Fraction

  2024cites this paper
• Examining arterial pulsation to identify and risk-stratify heart failure subjects with deep neural network

  2024cites this paper
• On Expert-Machine Partnership to Predict Mortality of Congestive Heart Failure Patients

  2024cites this paper
• Correlation between systolic blood pressure and mortality in heart failure patients with hypertension

  2024cites this paper
• Predicting the risk of 1-year mortality among patients hospitalized for acute heart failure in China.

  2024cites this paper
• Short-Term Mortality in Hospitalized Patients with Congestive Heart Failure: Markers of Thrombo-Inflammation Are Independent Risk Factors and Only Weakly Associated with Renal Insufficiency and Co-Morbidity Burden

  2024cites this paper
• Predicting One-Year Mortality after Discharge Using Acute Heart Failure Score (AHFS)

  2024cites this paper
• Predictors of heart failure readmission and all-cause mortality in patients with acute heart failure.

  2024cites this paper
• Hypocapnia is associated with increased in‐hospital mortality and 1 year mortality in acute heart failure patients

  2024cites this paper
• The Prognostic Accuracy of Get With The Guidelines-Heart Failure Score Alone and with Lactate Among Acute Symptomatic Heart Failure Patients: A Retrospective Cohort Study

  2024cites this paper
• Acute Heart Failure: From The Emergency Department to the Intensive Care Unit.

  2024cites this paper
• Differential Mortality Among Heart Failure Patients Across Different COVID-19 Surges in New York City

  2024cites this paper
• Development and validation of a novel combinatorial nomogram model to predict in-hospital deaths in heart failure patients

  2024cites this paper
• Echocardiographic Predictive Factors of Worsening Outcome in Type 1 Cardiorenal Syndrome

  2024cites this paper
• A machine learning algorithm for stratification of risk of cardiovascular disease in metabolic dysfunction-associated steatotic liver disease.

  2024cites this paper
• Characterizing Advanced Heart Failure Risk and HemodyNAmic Phenotypes using Interpretable Machine Learning.

  2024cites this paper
• Association of serum albumin with heart failure mortality with NYHA class IV in Chinese patients: Insights from PhysioNet database (version 1.3).

  2024cites this paper
• Titration of Medications after Acute Heart Failure is Safe, Tolerated, and Effective Regardless of Risk.

  2024cites this paper
• Blood pressure and intensive treatment up‐titration after acute heart failure hospitalization: Insights from the STRONG‐HF trial

  2024cites this paper
• Characteristics and Prognosis of Patients with Acute Heart Failure According to the Universal Ejection Fraction Classification

  2024cites this paper
• The Importance of Optimal Hydration in Patients with Heart Failure—Not Always Too Much Fluid

  2023cites this paper
• Predictive Value of Deep Learning-derived CT Pectoralis Muscle and Adipose Measurements for Incident Heart Failure: Multi-Ethnic Study of Atherosclerosis.

  2023cites this paper
• CHARACTERIZATION OF MORTALITY PREDICTION: AN ENSEMBLE LEARNING ANALYSIS USING THE MIMIC-III DATASET

  2023cites this paper
• Piora Hospitalar da Insuficiência Cardíaca: Podemos Prevê-la na Admissão?

  2023cites this paper
• Prehospital predicting factors using a decision tree model for patients with witnessed out-of-hospital cardiac arrest and an initial shockable rhythm

  2023cites this paper
• Hospital at Home as a Treatment Strategy for Worsening Heart Failure

  2023cites this paper
• Early is Better Than Late, but Late is Better Than Never: Referral to Advanced Heart Failure Cardiology

  2023cites this paper
• Were metabolic and other chronic diseases the driven onset epidemic forces of COVID-19 in Mexico?

  2023cites this paper
• Stratifying Risk of Nonadherence in Lingual Strengthening Dysphagia Rehabilitation.

  2023cites this paper
• Finding the Sweet Spot in Predicting Risk for Hospitalized Patients With Heart Failure.

  2023cites this paper
• Predictive value of blood urea nitrogen in heart failure: a systematic review and meta-analysis

  2023cites this paper
• An Interpretable Data-Driven Medical Knowledge Discovery Pipeline Based on Artificial Intelligence

  2023cites this paper
• Mortality Prediction in Patients With or Without Heart Failure Using a Machine Learning Model

  2023cites this paper