Multi‐modality machine learning approach for risk stratification in heart failure with left ventricular ejection fraction ≤ 45%

Association of NPAC score with survival after acute myocardial infarction

(2020) Christien KH. Li et al.   ATHEROSCLEROSIS

P-Wave Area Predicts New Onset Atrial Fibrillation in Mitral Stenosis: A Machine Learning Approach

(2020) Gary Tse et al.   Frontiers in Bioengineering and Biotechnology

Left Atrial Reservoir Function and Outcome in Heart Failure With Reduced Ejection Fraction

(2019) Erberto Carluccio et al.   Circulation-Cardiovascular Imaging

Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined Multi- Task Deep Learning Approach

(2019) Jinming Duan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Amplified P-wave duration predicts new-onset atrial fibrillation in patients with heart failure with preserved ejection fraction

(2019) Björn Müller-Edenborn et al.   Clinical Research in Cardiology

Prognostic value of neutrophil to lymphocyte ratio in heart failure patients

(2018) Xiqiang Wang et al.   CLINICA CHIMICA ACTA

Advanced interatrial block predicts new-onset atrial fibrillation and ischemic stroke in patients with heart failure: The “Bayes' Syndrome-HF” study

(2018) Luis Alberto Escobar-Robledo et al.   INTERNATIONAL JOURNAL OF CARDIOLOGY

Frailty and Clinical Outcomes in Heart Failure: A Systematic Review and Meta-analysis

(2018) Yunpeng Zhang et al.   Journal of the American Medical Directors Association

Left Atrial Function Predicts Cardiovascular Events in Patients With Chronic Heart Failure With Reduced Ejection Fraction

(2018) Alessandro Malagoli et al.   JOURNAL OF THE AMERICAN SOCIETY OF ECHOCARDIOGRAPHY

Electrocardiographic Predictors of Heart Failure With Reduced Versus Preserved Ejection Fraction: The Multi‐Ethnic Study of Atherosclerosis

(2017) Wesley T. O'Neal et al.   Journal of the American Heart Association

Prognostic Nutritional Index and the Risk of Mortality in Patients With Acute Heart Failure

(2017) Yu‐Lun Cheng et al.   Journal of the American Heart Association

Atrial Fibrillation in Heart Failure: a Therapeutic Challenge of Our Times

(2017) Syeda Atiqa Batul et al.   Korean Circulation Journal

Assessment of neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio and platelet count as predictors of long-term outcome after R0 resection for colorectal cancer

(2017) Corrado Pedrazzani et al.   Scientific Reports

Prognostic Relevance of Left Atrial Dysfunction in Heart Failure With Preserved Ejection FractionCLINICAL PERSPECTIVE

(2016) Angela B.S. Santos et al.   Circulation-Heart Failure

Left atrial strain in heart failure with preserved ejection fraction

(2016) S. M. Aung et al.   HERZ

Reactive Oxygen Species, Endoplasmic Reticulum Stress and Mitochondrial Dysfunction: The Link with Cardiac Arrhythmogenesis

(2016) Gary Tse et al.   Frontiers in Physiology

Prognostic Utility of Neutrophil-to-Lymphocyte Ratio on Adverse Clinical Outcomes in Patients with Severe Calcific Aortic Stenosis

(2016) Kyoung Im Cho et al.   PLoS One

Beyond ejection fraction: an integrative approach for assessment of cardiac structure and function in heart failure

(2015) Maja Cikes et al.   EUROPEAN HEART JOURNAL

Malnutrition and Cachexia in Heart Failure

(2015) Adam Rahman et al.   JOURNAL OF PARENTERAL AND ENTERAL NUTRITION

Neutrophil-to-lymphocyte ratio and in-hospital mortality in patients with acute heart failure

(2014) M Turfan et al.   Clinics

The Global Health and Economic Burden of Hospitalizations for Heart Failure

(2014) Andrew P. Ambrosy et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Heart Failure–Associated Hospitalizations in the United States

(2013) Saul Blecker et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Utility of the Neutrophil to Lymphocyte Ratio in Predicting Long-Term Outcomes in Acute Decompensated Heart Failure

(2011) Shanmugam Uthamalingam et al.   AMERICAN JOURNAL OF CARDIOLOGY

Left ventricular ejection fraction for the risk stratification of sudden cardiac death: friend or foe?

(2011) P. Santangeli et al.   INTERNAL MEDICINE JOURNAL

Inflammatory Markers and Incident Heart Failure Risk in Older Adults

(2010) Andreas Kalogeropoulos et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Global Longitudinal Strain as a Major Predictor of Cardiac Events in Patients with Depressed Left Ventricular Function: A Multicenter Study

(2010) Aude Mignot et al.   JOURNAL OF THE AMERICAN SOCIETY OF ECHOCARDIOGRAPHY

Convex multi-task feature learning

(2008) Andreas Argyriou et al.   MACHINE LEARNING