Coronary Risk Estimation Based on Clinical Data in Electronic Health Records

Validation of an Integrated Risk Tool, Including Polygenic Risk Score, for Atherosclerotic Cardiovascular Disease in Multiple Ethnicities and Ancestries

(2021) Michael E. Weale et al.   AMERICAN JOURNAL OF CARDIOLOGY

The Clinician and Dataset Shift in Artificial Intelligence

(2021) Samuel G. Finlayson et al.   NEW ENGLAND JOURNAL OF MEDICINE

Predictive Accuracy of a Polygenic Risk Score–Enhanced Prediction Model vs a Clinical Risk Score for Coronary Artery Disease

(2020) Joshua Elliott et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Predictive Accuracy of a Polygenic Risk Score Compared With a Clinical Risk Score for Incident Coronary Heart Disease

(2020) Jonathan D. Mosley et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Predictive Utility of Polygenic Risk Scores for Coronary Heart Disease in Three Major Racial and Ethnic Groups

(2020) Ozan Dikilitas et al.   AMERICAN JOURNAL OF HUMAN GENETICS

An Outbreak of Polygenic Scores for Coronary Artery Disease

(2020) Jerome I. Rotter et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Limitations of Contemporary Guidelines for Managing Patients at High Genetic Risk of Coronary Artery Disease

(2020) Krishna G. Aragam et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension

(2020) Samantha Cruz Rivera et al.   NATURE MEDICINE

Learning from Longitudinal Data in Electronic Health Record and Genetic Data to Improve Cardiovascular Event Prediction

(2019) Juan Zhao et al.   Scientific Reports

Clinical use of current polygenic risk scores may exacerbate health disparities

(2019) Alicia R. Martin et al.   NATURE GENETICS

Machine Learning in Medicine

(2019) Alvin Rajkomar et al.   NEW ENGLAND JOURNAL OF MEDICINE

Cardiovascular disease risk prediction using automated machine learning: A prospective study of 423,604 UK Biobank participants

(2019) Ahmed M. Alaa et al.   PLoS One

Good intentions are not enough: how informatics interventions can worsen inequality

(2018) Tiffany C Veinot et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Genome-wide polygenic scores for common diseases identify individuals with risk equivalent to monogenic mutations

(2018) Amit V. Khera et al.   NATURE GENETICS

High-performance medicine: the convergence of human and artificial intelligence

(2018) Eric J. Topol   NATURE MEDICINE

Predictive Models of Atherosclerotic Cardiovascular Disease

(2016) Jose L. Zamorano et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Accuracy of the Atherosclerotic Cardiovascular Risk Equation in a Large Contemporary, Multiethnic Population

(2016) Jamal S. Rana et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Systematic review of validated case definitions for diabetes in ICD-9-coded and ICD-10-coded data in adult populations

(2016) Bushra Khokhar et al.   BMJ Open

Utility of Nontraditional Risk Markers in Individuals Ineligible for Statin Therapy According to the 2013 American College of Cardiology/American Heart Association Cholesterol GuidelinesCLINICAL PERSPECTIVE

(2015) Joseph Yeboah et al.   CIRCULATION

Validity of Diagnostic Codes for Acute Stroke in Administrative Databases: A Systematic Review

(2015) Natalie McCormick et al.   PLoS One

Validation of the Atherosclerotic Cardiovascular Disease Pooled Cohort Risk Equations

(2014) Paul Muntner et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Comparison of Application of the ACC/AHA Guidelines, Adult Treatment Panel III Guidelines, and European Society of Cardiology Guidelines for Cardiovascular Disease Prevention in a European Cohort

(2014) Maryam Kavousi et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

2013 ACC/AHA Guideline on the Assessment of Cardiovascular Risk

(2013) David C. Goff et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

2013 ACC/AHA Guideline on the Treatment of Blood Cholesterol to Reduce Atherosclerotic Cardiovascular Risk in Adults

(2013) Neil J. Stone et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Statins: new American guidelines for prevention of cardiovascular disease

(2013) Paul M Ridker et al.   LANCET

MissForest--non-parametric missing value imputation for mixed-type data

(2011) D. J. Stekhoven et al.   BIOINFORMATICS

pROC: an open-source package for R and S+ to analyze and compare ROC curves

(2011) Xavier Robin et al.   BMC BIOINFORMATICS