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 …

Diagnostic and prognostic prediction models

JMT Hendriksen, GJ Geersing… - … of Thrombosis and …, 2013 - Wiley Online Library
Risk prediction models can be used to estimate the probability of either having (diagnostic
model) or developing a particular disease or outcome (prognostic model). In clinical …

Fibrosis severity as a determinant of cause-specific mortality in patients with advanced nonalcoholic fatty liver disease: a multi-national cohort study

E Vilar-Gomez, L Calzadilla-Bertot, VWS Wong… - Gastroenterology, 2018 - Elsevier
Background & Aims Little is known about the natural course of nonalcoholic fatty liver
disease (NAFLD) with advanced fibrosis. We describe long-term outcomes and evaluate the …

STARD 2015 guidelines for reporting diagnostic accuracy studies: explanation and elaboration

JF Cohen, DA Korevaar, DG Altman, DE Bruns… - BMJ open, 2016 - bmjopen.bmj.com
Diagnostic accuracy studies are, like other clinical studies, at risk of bias due to
shortcomings in design and conduct, and the results of a diagnostic accuracy study may not …

Common methodological mistakes

JN Wulff, GB Sajons, G Pogrebna, S Lonati… - The Leadership …, 2023 - Elsevier
For scientific discoveries to be valid—whether in theory or empirically—a phenomenon must
be accurately described: The scientist must use appropriate counterfactuals and eliminate …

[HTML][HTML] Missing data imputation: focusing on single imputation

Z Zhang - Annals of translational medicine, 2016 - ncbi.nlm.nih.gov
Complete case analysis is widely used for handling missing data, and it is the default
method in many statistical packages. However, this method may introduce bias and some …

Delayed antimicrobial therapy increases mortality and organ dysfunction duration in pediatric sepsis

SL Weiss, JC Fitzgerald, F Balamuth… - Critical care …, 2014 - journals.lww.com
Objectives: Delayed antimicrobials are associated with poor outcomes in adult sepsis, but
data relating antimicrobial timing to mortality and organ dysfunction in pediatric sepsis are …

Reporting recommendations for tumor marker prognostic studies (REMARK): explanation and elaboration

DG Altman, LM McShane, W Sauerbrei, SE Taube - BMC medicine, 2012 - Springer
Abstract Background The Reporting Recommendations for Tumor Marker Prognostic
Studies (REMARK) checklist consists of 20 items to report for published tumor marker …

Principled approaches to missing data in epidemiologic studies

NJ Perkins, SR Cole, O Harel… - American journal of …, 2018 - academic.oup.com
Principled methods with which to appropriately analyze missing data have long existed;
however, broad implementation of these methods remains challenging. In this and 2 …

Association between molecular subtypes of colorectal cancer and patient survival

AI Phipps, PJ Limburg, JA Baron, AN Burnett-Hartman… - Gastroenterology, 2015 - Elsevier
Background and Aims Colorectal cancer (CRC) is a heterogeneous disease that can
develop via several pathways. Different CRC subtypes, identified based on tumor markers …