Methodological standards for the development and evaluation of clinical prediction rules: a review of the literature

LE Cowley, DM Farewell, S Maguire… - Diagnostic and prognostic …, 2019 - Springer
Clinical prediction rules (CPRs) that predict the absolute risk of a clinical condition or future
outcome for individual patients are abundant in the medical literature; however, systematic …

A comprehensive sco** review of Bayesian networks in healthcare: Past, present and future

E Kyrimi, S McLachlan, K Dube, MR Neves… - Artificial Intelligence in …, 2021 - Elsevier
No comprehensive review of Bayesian networks (BNs) in healthcare has been published in
the past, making it difficult to organize the research contributions in the present and identify …

Conservative management of lumbar disc herniation with associated radiculopathy: a systematic review

AJ Hahne, JJ Ford, JM McMeeken - Spine, 2010 - journals.lww.com
Study Design. A systematic review of randomized controlled trials. Objective. To determine
the efficacy and adverse effects of conservative treatments for people who have lumbar disc …

Stratified models of care

NE Foster, JC Hill, P O'Sullivan, M Hancock - Best practice & research …, 2013 - Elsevier
Stratified care for back pain involves targeting treatment to subgroups of patients based on
their key characteristics such as prognostic factors, likely response to treatment and …

A review of statistical updating methods for clinical prediction models

TL Su, T Jaki, GL Hickey, I Buchan… - Statistical methods in …, 2018 - journals.sagepub.com
A clinical prediction model is a tool for predicting healthcare outcomes, usually within a
specific population and context. A common approach is to develop a new clinical prediction …

An empiric risk scoring tool for identifying high-risk heterosexual HIV-1–serodiscordant couples for targeted HIV-1 prevention

EM Kahle, JP Hughes, JR Lingappa… - JAIDS Journal of …, 2013 - journals.lww.com
Methods: Using data from 3 prospective studies of HIV-1–serodiscordant couples from 7
African countries and standard methods for development of clinical prediction rules, the …

A clinical prediction rule to identify patients with low back pain who are likely to experience short-term success following lumbar stabilization exercises: a randomized …

A Rabin, A Shashua, K Pizem, R Dickstein… - journal of orthopaedic & …, 2014 - jospt.org
Study Design Randomized controlled trial. Objective To determine the validity of a
previously suggested clinical prediction rule (CPR) for identifying patients most likely to …

A guide to interpretation of studies investigating subgroups of responders to physical therapy interventions

M Hancock, RD Herbert, CG Maher - Physical therapy, 2009 - academic.oup.com
Many researchers and clinicians believe the effectiveness of existing physical therapy
interventions can be improved by targeting the provision of specific interventions at patients …

[HTML][HTML] Composite outcomes in clinical prediction modeling: are we trying to predict apples and oranges?

K Dash, S Goodacre, L Sutton - Annals of Emergency Medicine, 2022 - Elsevier
Composite outcomes are widely used in clinical research. Existing literature has considered
the pros and cons of composite outcomes in clinical trials, but their extensive use in clinical …

Development of a clinical prediction rule to identify patients with neck pain likely to benefit from thrust joint manipulation to the cervical spine

EJ Puentedura, JA Cleland, MR Landers… - journal of orthopaedic & …, 2012 - jospt.org
Study Design Prospective cohort/predictive validity study. Objective To determine the
predictive validity of selected clinical examination items and to develop a clinical prediction …