Heart disease and stroke statistics—2018 update: a report from the American Heart Association

EJ Benjamin, SS Virani, CW Callaway… - Circulation, 2018 - Am Heart Assoc
Summary Each year, the American Heart Association (AHA), in conjunction with the Centers
for Disease Control and Prevention, the National Institutes of Health, and other government …

Heart disease and stroke statistics—2017 update: a report from the American Heart Association

EJ Benjamin, MJ Blaha, SE Chiuve, M Cushman… - circulation, 2017 - Am Heart Assoc
Summary Each year, the American Heart Association (AHA), in conjunction with the Centers
for Disease Control and Prevention, the National Institutes of Health, and other government …

Large-scale genome-wide association study of coronary artery disease in genetically diverse populations

C Tcheandjieu, X Zhu, AT Hilliard, SL Clarke… - Nature medicine, 2022 - nature.com
We report a genome-wide association study (GWAS) of coronary artery disease (CAD)
incorporating nearly a quarter of a million cases, in which existing studies are integrated with …

Underspecification presents challenges for credibility in modern machine learning

A D'Amour, K Heller, D Moldovan, B Adlam… - The Journal of Machine …, 2022 - dl.acm.org
Machine learning (ML) systems often exhibit unexpectedly poor behavior when they are
deployed in real-world domains. We identify underspecification in ML pipelines as a key …

The 'Digital Twin'to enable the vision of precision cardiology

J Corral-Acero, F Margara, M Marciniak… - European heart …, 2020 - academic.oup.com
Providing therapies tailored to each patient is the vision of precision medicine, enabled by
the increasing ability to capture extensive data about individual patients. In this position …

Population-specific and trans-ancestry genome-wide analyses identify distinct and shared genetic risk loci for coronary artery disease

S Koyama, K Ito, C Terao, M Akiyama, M Horikoshi… - Nature …, 2020 - nature.com
To elucidate the genetics of coronary artery disease (CAD) in the Japanese population, we
conducted a large-scale genome-wide association study of 168,228 individuals of Japanese …

Identification of 64 novel genetic loci provides an expanded view on the genetic architecture of coronary artery disease

P Van Der Harst, N Verweij - Circulation research, 2018 - Am Heart Assoc
Rationale: Coronary artery disease (CAD) is a complex phenotype driven by genetic and
environmental factors. Ninety-seven genetic risk loci have been identified to date, but the …

Genomic risk prediction of coronary artery disease in 480,000 adults: implications for primary prevention

M Inouye, G Abraham, CP Nelson, AM Wood… - Journal of the American …, 2018 - jacc.org
Background: Coronary artery disease (CAD) has substantial heritability and a polygenic
architecture. However, the potential of genomic risk scores to help predict CAD outcomes …

Robust inference in summary data Mendelian randomization via the zero modal pleiotropy assumption

FP Hartwig, G Davey Smith… - International journal of …, 2017 - academic.oup.com
Background Mendelian randomization (MR) is being increasingly used to strengthen causal
inference in observational studies. Availability of summary data of genetic associations for a …

Use of Lipoprotein (a) in clinical practice: A biomarker whose time has come. A scientific statement from the National Lipid Association

DP Wilson, TA Jacobson, PH Jones… - Journal of clinical …, 2019 - Elsevier
Abstract Lipoprotein (a)[Lp (a)] is a well-recognized, independent risk factor for
atherosclerotic cardiovascular disease, with elevated levels estimated to be prevalent in …