Clinical utility of polygenic risk scores for coronary artery disease

D Klarin, P Natarajan - Nature Reviews Cardiology, 2022 - nature.com
Over the past decade, substantial progress has been made in the discovery of alleles
contributing to the risk of coronary artery disease. In addition to providing causal insights into …

Recent advances in enabling technologies in 3D printing for precision medicine

ME Prendergast, JA Burdick - Advanced Materials, 2020 - Wiley Online Library
Advances in areas such as data analytics, genomics, and imaging have revealed individual
patient complexities and exposed the inherent limitations of generic therapies for patient …

Pharmacological blood pressure lowering for primary and secondary prevention of cardiovascular disease across different levels of blood pressure: an individual …

K Rahimi, Z Bidel, M Nazarzadeh, E Copland, D Canoy… - The Lancet, 2021 - thelancet.com
Background The effects of pharmacological blood pressure lowering at normal or high-
normal blood pressure ranges in people with or without pre-existing cardiovascular disease …

Heterogeneity of treatment effects in an analysis of pooled individual patient data from randomized trials of device closure of patent foramen ovale after stroke

DM Kent, JL Saver, SE Kasner, J Nelson, JD Carroll… - Jama, 2021 - jamanetwork.com
Importance Patent foramen ovale (PFO)–associated strokes comprise approximately 10% of
ischemic strokes in adults aged 18 to 60 years. While device closure decreases stroke …

SCORE2-OP risk prediction algorithms: estimating incident cardiovascular event risk in older persons in four geographical risk regions

European Heart Journal, 2021 - academic.oup.com
Aims The aim of this study was to derive and validate the SCORE2-Older Persons (SCORE2-
OP) risk model to estimate 5-and 10-year risk of cardiovascular disease (CVD) in individuals …

Time to reality check the promises of machine learning-powered precision medicine

J Wilkinson, KF Arnold, EJ Murray… - The Lancet Digital …, 2020 - thelancet.com
Machine learning methods, combined with large electronic health databases, could enable
a personalised approach to medicine through improved diagnosis and prediction of …

The predictive approaches to treatment effect heterogeneity (PATH) statement

DM Kent, JK Paulus, D Van Klaveren… - Annals of internal …, 2020 - acpjournals.org
Heterogeneity of treatment effect (HTE) refers to the nonrandom variation in the magnitude
or direction of a treatment effect across levels of a covariate, as measured on a selected …

Redevelopment and validation of the SYNTAX score II to individualise decision making between percutaneous and surgical revascularisation in patients with complex …

K Takahashi, PW Serruys, V Fuster, ME Farkouh… - The Lancet, 2020 - thelancet.com
Background Randomised controlled trials are considered the gold standard for testing the
efficacy of novel therapeutic interventions, and typically report the average treatment effect …

Improving mental health services: A 50-year journey from randomized experiments to artificial intelligence and precision mental health

L Bickman - Administration and Policy in Mental Health and Mental …, 2020 - Springer
This conceptual paper describes the current state of mental health services, identifies critical
problems, and suggests how to solve them. I focus on the potential contributions of artificial …

Prediction, not association, paves the road to precision medicine

D Bzdok, G Varoquaux, EW Steyerberg - JAMA psychiatry, 2021 - jamanetwork.com
In the 20th century, evidence-based medicine has put clinical practice on much more solid
ground. For instance, randomized clinical trials have provided strong evidence on useful …