The emerging field of polygenic risk scores and perspective for use in clinical care

T Yanes, AM McInerney-Leo, MH Law… - Human molecular …, 2020 - academic.oup.com
… or decreased risk for hundreds of complex disorders. For a given disease, SNPs can be
combined to generate a cumulative estimation of risk known as a polygenic risk score (PRS). …

Practical use of the Framingham risk score in primary prevention: Canadian perspective

NJ Bosomworth - Canadian Family Physician, 2011 - cfp.ca
… and targets to inform optimal use of statins in the primary … ) are risk modifiers in calculating
the risk score with the new … hsCRP in the reclassification of CVD risk, and the concept of …

[HTML][HTML] The critical importance of risk score calibration: time for transformative approach to risk score validation?

MJ Blaha - Journal of the American College of Cardiology, 2016 - jacc.org
risk factors for ASCVD, and these risk factors will need to be validated across the traditional
cohorts. However, risk score derivation and validation must make use … , risk scores could be …

Responsible use of polygenic risk scores in the clinic: potential benefits, risks and gaps

Nature medicine, 2021 - nature.com
… In this Perspective, we therefore outline the Task Force’s understanding of the … risk score
may augment the risk conferred by a high-impact mutation, or a protective polygenic risk score

Polygenic risk scores in the clinic: new perspectives needed on familiar ethical issues

ACF Lewis, RC Green - Genome Medicine, 2021 - Springer
… Clinical use of polygenic risk scores (PRS) will look very different to the more familiar
monogenic testing. Here we argue that despite these differences, most of the ethical, legal, and …

Barriers to routine risk-score use for healthy primary care patients: survey and qualitative study

F Müller-Riemenschneider, C Holmberg… - Archives of internal …, 2010 - jamanetwork.com
… This included the use of risk scores as a counseling instrument, an educational tool, a … the
use of currently existing risk scores. From their perspective, the introduction of risk scores into …

Role of disease risk scores in comparative effectiveness research with emerging therapies

RJ Glynn, JJ Gagne… - … and drug safety, 2012 - Wiley Online Library
… on the use of the disease risk score in epidemiology, … this score, and illustrate the development
of a disease risk score … , compared with the perspective provided by construction of a …

Developing points‐based riskscoring systems in the presence of competing risks

PC Austin, DS Lee, RB D'Agostino… - Statistics in …, 2016 - Wiley Online Library
… based risk-scoring systems, using the Framingham Risk Score … of this approach for use
in the presence of competing risk. We … and computing perspective, such points-based risk-scoring

Learning optimized risk scores

B Ustun, C Rudin - Journal of Machine Learning Research, 2019 - jmlr.org
… that motivate why we want to use a cutting plane algorithm to solve the risk score problem:
(i) Scalability in the Sample Size: Cutting plane algorithms use the training data only when …

Of screening, stratification, and scores

BM Knoppers, A Bernier, P Granados Moreno… - Journal of Personalized …, 2021 - mdpi.com
… approaches that use multivariate algorithms to improve personalized risk level assessment.
Such … We draw on our experience from the PERSPECTIVE I&I breast cancer project. This “…