Successfully implemented artificial intelligence and machine learning applications in cardiology: state-of-the-art review
The omnipresence and deep impact of artificial intelligence (AI) in today's society are
undeniable. While the technology has already established itself as a powerful tool in several …
undeniable. While the technology has already established itself as a powerful tool in several …
Effect of monthly high-dose vitamin D supplementation on cardiovascular disease in the vitamin D assessment study: a randomized clinical trial
R Scragg, AW Stewart, D Waayer, CMM Lawes… - JAMA …, 2017 - jamanetwork.com
Importance Cohort studies have reported increased incidence of cardiovascular disease
(CVD) among individuals with low vitamin D status. To date, randomized clinical trials of …
(CVD) among individuals with low vitamin D status. To date, randomized clinical trials of …
Cardiovascular disease risk prediction equations in 400 000 primary care patients in New Zealand: a derivation and validation study
R Pylypchuk, S Wells, A Kerr, K Poppe, T Riddell… - The Lancet, 2018 - thelancet.com
Background Most cardiovascular disease risk prediction equations in use today were
derived from cohorts established last century and with participants at higher risk but less …
derived from cohorts established last century and with participants at higher risk but less …
Effects of blood pressure lowering on cardiovascular events, in the context of regression to the mean: a systematic review of randomized trials
A Salam, E Atkins, J Sundström, Y Hirakawa… - Journal of …, 2019 - journals.lww.com
Objective: To assess the clinical relevance of regression to the mean for clinical trials and
clinical practice. Methods: MEDLINE was searched until February 2018 for randomized trials …
clinical practice. Methods: MEDLINE was searched until February 2018 for randomized trials …
Myocardial infarction without obstructive coronary artery disease is not a benign condition (ANZACS-QI 10)
PR Barr, W Harrison, D Smyth, C Flynn, M Lee… - Heart, Lung and …, 2018 - Elsevier
Background Non-obstructive coronary artery disease (CAD) on coronary angiography after
myocardial infarction (MI) is associated with a lower risk of adverse outcomes, but the …
myocardial infarction (MI) is associated with a lower risk of adverse outcomes, but the …
Cardiovascular risk prediction in type 2 diabetes before and after widespread screening: a derivation and validation study
Background Until recently, most patients with diabetes worldwide have been diagnosed
when symptomatic and have high cardiovascular risk, meaning most should be prescribed …
when symptomatic and have high cardiovascular risk, meaning most should be prescribed …
[HTML][HTML] Prediction of cardiovascular disease risk among people with severe mental illness: a cohort study
R Cunningham, K Poppe, D Peterson, S Every-Palmer… - PloS one, 2019 - journals.plos.org
Objective To determine whether contemporary sex-specific cardiovascular disease (CVD)
risk prediction equations underestimate CVD risk in people with severe mental illness from …
risk prediction equations underestimate CVD risk in people with severe mental illness from …
Outcome after myocardial infarction without obstructive coronary artery disease
MJA Williams, PR Barr, M Lee, KK Poppe, AJ Kerr - Heart, 2019 - heart.bmj.com
Objective The medium-term outcome and cause of death in patients with myocardial
infarction with non-obstructive coronary arteries (MINOCA) is not well characterised. The aim …
infarction with non-obstructive coronary arteries (MINOCA) is not well characterised. The aim …
[HTML][HTML] A mental models approach for defining explainable artificial intelligence
Background Wide-ranging concerns exist regarding the use of black-box modelling methods
in sensitive contexts such as healthcare. Despite performance gains and hype, uptake of …
in sensitive contexts such as healthcare. Despite performance gains and hype, uptake of …
Annual risk of major bleeding among persons without cardiovascular disease not receiving antiplatelet therapy
V Selak, A Kerr, K Poppe, B Wu, M Harwood, C Grey… - Jama, 2018 - jamanetwork.com
Importance A decision to initiate aspirin therapy for primary prevention of cardiovascular
disease (CVD) requires consideration of both treatment benefits and harms. The most …
disease (CVD) requires consideration of both treatment benefits and harms. The most …