Prevalence and risk factors for mental health problems in university undergraduate students: A systematic review with meta-analysis

E Sheldon, M Simmonds-Buckley, C Bone… - Journal of affective …, 2021 - Elsevier
Background: Effective targeting of services requires that we establish which undergraduates
are at increased risk of mental health problems at university. We aimed to conduct a …

Management of frailty: opportunities, challenges, and future directions

E Dent, FC Martin, H Bergman, J Woo… - The Lancet, 2019 - thelancet.com
Frailty is a complex age-related clinical condition characterised by a decline in physiological
capacity across several organ systems, with a resultant increased susceptibility to stressors …

PROBAST: a tool to assess risk of bias and applicability of prediction model studies: explanation and elaboration

KGM Moons, RF Wolff, RD Riley, PF Whiting… - Annals of internal …, 2019 - acpjournals.org
Prediction models in health care use predictors to estimate for an individual the probability
that a condition or disease is already present (diagnostic model) or will occur in the future …

A guide to systematic review and meta-analysis of prognostic factor studies

RD Riley, KGM Moons, KIE Snell, J Ensor, L Hooft… - bmj, 2019 - bmj.com
Prognostic factors are associated with the risk of future health outcomes in individuals with a
particular health condition or some clinical start point (eg, a particular diagnosis). Research …

[HTML][HTML] Artificial intelligence in pharmaceutical sciences

M Lu, J Yin, Q Zhu, G Lin, M Mou, F Liu, Z Pan, N You… - Engineering, 2023 - Elsevier
Drug discovery and development affects various aspects of human health and dramatically
impacts the pharmaceutical market. However, investments in a new drug often go …

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 …

Stratified care vs stepped care for depression: A cluster randomized clinical trial

J Delgadillo, S Ali, K Fleck, C Agnew… - JAMA …, 2022 - jamanetwork.com
Importance Depression is a major cause of disability worldwide. Although empirically
supported treatments are available, there is scarce evidence on how to effectively …

What is precision medicine?

IR König, O Fuchs, G Hansen… - European …, 2017 - publications.ersnet.org
The term “precision medicine” has become very popular over recent years, fuelled by
scientific as well as political perspectives. Despite its popularity, its exact meaning, and how …

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 …

Treatment selection in depression

ZD Cohen, RJ DeRubeis - Annual review of clinical psychology, 2018 - annualreviews.org
Mental health researchers and clinicians have long sought answers to the question “What
works for whom?” The goal of precision medicine is to provide evidence-based answers to …