Towards artificial intelligence-based learning health system for population-level mortality prediction using electrocardiograms

Lipid Testing, Lipid-Modifying Therapy, and PCSK9 (Proprotein Convertase Subtilisin-Kexin Type 9) Inhibitor Eligibility in 27 979 Patients With Incident Acute Coronary Syndrome

(2021) Bradley Sarak et al.   Circulation-Cardiovascular Quality and Outcomes

External validation of the modified LACE +, LACE +, and LACE scores to predict readmission or death after hospital discharge

(2021) John A. Staples et al.   JOURNAL OF EVALUATION IN CLINICAL PRACTICE

Application of artificial intelligence to the electrocardiogram

(2021) Zachi I Attia et al.   EUROPEAN HEART JOURNAL

Predictors of mortality among long‐term care residents with SARS‐CoV ‐2 infection

(2021) Douglas S. Lee et al.   JOURNAL OF THE AMERICAN GERIATRICS SOCIETY

Advancing the Learning Health System

(2021) J. Michael McGinnis et al.   NEW ENGLAND JOURNAL OF MEDICINE

The Introduction of Direct Oral Anticoagulants Has Not Resolved Treatment Gaps for Frail Patients With Nonvalvular Atrial Fibrillation

(2021) Michela Orlandi et al.   CANADIAN JOURNAL OF CARDIOLOGY

Statins and SARS‐CoV‐2 Infection: Results of a Population‐Based Prospective Cohort Study of 469 749 Adults From 2 Canadian Provinces

(2021) Finlay A. McAlister et al.   Journal of the American Heart Association

Prediction of mortality from 12-lead electrocardiogram voltage data using a deep neural network

(2020) Sushravya Raghunath et al.   NATURE MEDICINE

Automatic diagnosis of the 12-lead ECG using a deep neural network

(2020) Antônio H. Ribeiro et al.   Nature Communications

Is There a Sex Gap in Surviving an Acute Coronary Syndrome or Subsequent Development of Heart Failure?

(2020) Justin A. Ezekowitz et al.   CIRCULATION

Trends in Readmissions and Length of Stay for Patients Hospitalized With Heart Failure in Canada and the United States

(2019) Marc D. Samsky et al.   JAMA Cardiology

Machine learning in the electrocardiogram

(2019) Ana Mincholé et al.   JOURNAL OF ELECTROCARDIOLOGY

Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): Explanation and Elaboration

(2015) Karel G.M. Moons et al.   ANNALS OF INTERNAL MEDICINE

Fast Implementation of DeLong’s Algorithm for Comparing the Areas Under Correlated Receiver Operating Characteristic Curves

(2014) Xu Sun et al.   IEEE SIGNAL PROCESSING LETTERS

Use of electrocardiogram indices of myocardial ischemia for risk stratification and decision making of reperfusion strategies

(2014) Neda Dianati Maleki et al.   JOURNAL OF ELECTROCARDIOLOGY

Differences in Treatment, Outcomes, and Quality of Life Among Patients With Heart Failure in Canada and the United States

(2013) Padma Kaul et al.   JACC-Heart Failure

The benefits of moving quality to a national level

(2008) Robert M. Califf   AMERICAN HEART JOURNAL