Personalized evidence based medicine: predictive approaches to heterogeneous treatment effects
DM Kent, E Steyerberg, D Van Klaveren - Bmj, 2018 - bmj.com
The use of evidence from clinical trials to support decisions for individual patients is a form of
“reference class forecasting”: implicit predictions for an individual are made on the basis of …
“reference class forecasting”: implicit predictions for an individual are made on the basis of …
Reducing bias, increasing transparency and calibrating confidence with preregistration
TE Hardwicke, EJ Wagenmakers - Nature Human Behaviour, 2023 - nature.com
Flexibility in the design, analysis and interpretation of scientific studies creates a multiplicity
of possible research outcomes. Scientists are granted considerable latitude to selectively …
of possible research outcomes. Scientists are granted considerable latitude to selectively …
Preventive psychiatry: a blueprint for improving the mental health of young people
Preventive approaches have latterly gained traction for improving mental health in young
people. In this paper, we first appraise the conceptual foundations of preventive psychiatry …
people. In this paper, we first appraise the conceptual foundations of preventive psychiatry …
[HTML][HTML] Development of the Instrument to assess the Credibility of Effect Modification Analyses (ICEMAN) in randomized controlled trials and meta-analyses
BACKGROUND: Most randomized controlled trials (RCTs) and meta-analyses of RCTs
examine effect modification (also called a subgroup effect or interaction), in which the effect …
examine effect modification (also called a subgroup effect or interaction), in which the effect …
Endovascular thrombus removal for acute iliofemoral deep vein thrombosis: analysis from a stratified multicenter randomized trial
Background: The ATTRACT trial (Acute Venous Thrombosis: Thrombus Removal with
Adjunctive Catheter-Directed Thrombolysis) previously reported that pharmacomechanical …
Adjunctive Catheter-Directed Thrombolysis) previously reported that pharmacomechanical …
The predictive approaches to treatment effect heterogeneity (PATH) statement: explanation and elaboration
DM Kent, D Van Klaveren, JK Paulus… - Annals of internal …, 2020 - acpjournals.org
The PATH (Predictive Approaches to Treatment effect Heterogeneity) Statement was
developed to promote the conduct of, and provide guidance for, predictive analyses of …
developed to promote the conduct of, and provide guidance for, predictive analyses of …
Individual participant data meta‐analysis to examine interactions between treatment effect and participant‐level covariates: statistical recommendations for conduct …
Precision medicine research often searches for treatment‐covariate interactions, which
refers to when a treatment effect (eg, measured as a mean difference, odds ratio, hazard …
refers to when a treatment effect (eg, measured as a mean difference, odds ratio, hazard …
Diabetes precision medicine: plenty of potential, pitfalls and perils but not yet ready for prime time
S Griffin - Diabetologia, 2022 - Springer
Rapid advances in technology and data science have the potential to improve the precision
of preventive and therapeutic interventions, and enable the right treatment to be …
of preventive and therapeutic interventions, and enable the right treatment to be …
An urgent call to raise the bar in oncology
JJB Schnog, MJ Samson, ROB Gans… - British journal of cancer, 2021 - nature.com
Important breakthroughs in medical treatments have improved outcomes for patients
suffering from several types of cancer. However, many oncological treatments approved by …
suffering from several types of cancer. However, many oncological treatments approved by …
Precision medicine in type 2 diabetes: using individualized prediction models to optimize selection of treatment
JM Dennis - Diabetes, 2020 - Am Diabetes Assoc
Despite the known heterogeneity of type 2 diabetes and variable response to glucose
lowering medications, current evidence on optimal treatment is predominantly based on …
lowering medications, current evidence on optimal treatment is predominantly based on …