Machine learning-based mortality prediction of patients undergoing cardiac resynchronization therapy: the SEMMELWEIS-CRT score

Beyond pharmacological treatment: an insight into therapies that target specific aspects of heart failure pathophysiology

(2019) Camilla Normand et al.   LANCET

Machine Learning Prediction of Response to Cardiac Resynchronization Therapy

(2019) Albert K. Feeny et al.   Circulation-Arrhythmia and Electrophysiology

Machine Learning Algorithm Predicts Cardiac Resynchronization Therapy Outcomes

(2018) Matthew M. Kalscheur et al.   Circulation-Arrhythmia and Electrophysiology

OUP accepted manuscript

(2018)   EUROPEAN HEART JOURNAL

Usefulness of a clinical risk score to predict the response to cardiac resynchronization therapy

(2018) Rui Providencia et al.   INTERNATIONAL JOURNAL OF CARDIOLOGY

Prediction of Abnormal Myocardial Relaxation From Signal Processed Surface ECG

(2018) Partho P. Sengupta et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Performance of Prognostic Risk Scores in Chronic Heart Failure Patients Enrolled in the European Society of Cardiology Heart Failure Long-Term Registry

(2018) Marco Canepa et al.   JACC-Heart Failure

Machine learning-based phenogrouping in heart failure to identify responders to cardiac resynchronization therapy

(2018) Maja Cikes et al.   EUROPEAN JOURNAL OF HEART FAILURE

A Decade of Information on the Use of Cardiac Implantable Electronic Devices and Interventional Electrophysiological Procedures in the European Society of Cardiology Countries: 2017 Report from the European Heart Rhythm Association

(2017) M.J. Pekka Raatikainen et al.   EUROPACE

Quality of life measured with EuroQol-five dimensions questionnaire predicts long-term mortality, response, and reverse remodelling in cardiac resynchronization therapy patients

(2017) Klaudia Vivien Nagy et al.   EUROPACE

Multiple Comorbidities and Response to Cardiac Resynchronization Therapy

(2017) Emily P. Zeitler et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Use of Risk Models to Predict Death in the Next Year Among Individual Ambulatory Patients With Heart Failure

(2017) Larry A. Allen et al.   JAMA Cardiology

Machine Learning for Personalized Medicine: Predicting Primary Myocardial Infarction from Electronic Health Records

(2017) Jeremy C. Weiss et al.   AI MAGAZINE

Analysis of Machine Learning Techniques for Heart Failure Readmissions

(2016) Bobak J. Mortazavi et al.  

Multicenter Comparison of Machine Learning Methods and Conventional Regression for Predicting Clinical Deterioration on the Wards

(2016) Matthew M. Churpek et al.   CRITICAL CARE MEDICINE

2016 ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure

(2016) Piotr Ponikowski et al.   EUROPEAN HEART JOURNAL

Analysis of Machine Learning Techniques for Heart Failure Readmissions

(2016) Bobak J. Mortazavi et al.   Circulation-Cardiovascular Quality and Outcomes

Long-Term Outcomes With Cardiac Resynchronization Therapy in Patients With Mild Heart Failure With Moderate Renal DysfunctionCLINICAL PERSPECTIVE

(2015) Usama A. Daimee et al.   Circulation-Heart Failure

Validation of a simple risk stratification tool for patients implanted with Cardiac Resynchronization Therapy: the VALID-CRT risk score

(2015) Maurizio Gasparini et al.   EUROPEAN JOURNAL OF HEART FAILURE

Superresponse to Cardiac Resynchronization Therapy

(2014) Jan Steffel et al.   CIRCULATION

EAARN score, a predictive score for mortality in patients receiving cardiac resynchronization therapy based on pre-implantation risk factors

(2014) Malek Khatib et al.   EUROPEAN JOURNAL OF HEART FAILURE

Effect of cardiac resynchronization therapy with implantable cardioverter defibrillator versus cardiac resynchronization therapy with pacemaker on mortality in heart failure patients: results of a high-volume, single-centre experience

(2014) Valentina Kutyifa et al.   EUROPEAN JOURNAL OF HEART FAILURE

Survival with Cardiac-Resynchronization Therapy in Mild Heart Failure

(2014) Ilan Goldenberg et al.   NEW ENGLAND JOURNAL OF MEDICINE

An individual patient meta-analysis of five randomized trials assessing the effects of cardiac resynchronization therapy on morbidity and mortality in patients with symptomatic heart failure

(2013) J. G. Cleland et al.   EUROPEAN HEART JOURNAL

Predicting survival in heart failure: a risk score based on 39 372 patients from 30 studies

(2012) Stuart J. Pocock et al.   EUROPEAN HEART JOURNAL

Cardiac-Resynchronization Therapy for the Prevention of Heart-Failure Events

(2009) Arthur J. Moss et al.   NEW ENGLAND JOURNAL OF MEDICINE