An introduction to inverse probability of treatment weighting in observational research

NC Chesnaye, VS Stel, G Tripepi… - Clinical kidney …, 2022 - academic.oup.com
In this article we introduce the concept of inverse probability of treatment weighting (IPTW)
and describe how this method can be applied to adjust for measured confounding in …

A survey of learning causality with data: Problems and methods

R Guo, L Cheng, J Li, PR Hahn, H Liu - ACM Computing Surveys (CSUR …, 2020 - dl.acm.org
This work considers the question of how convenient access to copious data impacts our
ability to learn causal effects and relations. In what ways is learning causality in the era of …

Clinical outcomes and bacterial characteristics of carbapenem-resistant Klebsiella pneumoniae complex among patients from different global regions (CRACKLE-2): a …

M Wang, M Earley, L Chen, BM Hanson… - The Lancet Infectious …, 2022 - thelancet.com
Summary Background Carbapenem-resistant Klebsiella pneumoniae (CRKP) is a global
threat. We therefore analysed the bacterial characteristics of CRKP infections and the …

TP53-mediated clonal hematopoiesis confers increased risk for incident atherosclerotic disease

SM Zekavat, V Viana-Huete, N Matesanz… - Nature cardiovascular …, 2023 - nature.com
Somatic mutations in blood indicative of clonal hematopoiesis of indeterminate potential
(CHIP) are associated with an increased risk of hematologic malignancy, coronary artery …

Corticosteroid therapy for critically ill patients with Middle East respiratory syndrome

YM Arabi, Y Mandourah, F Al-Hameed… - American journal of …, 2018 - atsjournals.org
Rationale: Corticosteroid therapy is commonly used among critically ill patients with Middle
East Respiratory Syndrome (MERS), but its impact on outcomes is uncertain. Analyses of …

Effects of statins on coronary atherosclerotic plaques: the PARADIGM study

SE Lee, HJ Chang, JM Sung, HB Park, R Heo… - JACC: Cardiovascular …, 2018 - jacc.org
Objectives: This study sought to describe the impact of statins on individual coronary
atherosclerotic plaques. Background: Although statins reduce the risk of major adverse …

Risk of serious and opportunistic infections associated with treatment of inflammatory bowel diseases

J Kirchgesner, M Lemaitre, F Carrat, M Zureik… - Gastroenterology, 2018 - Elsevier
Background & Aims The risk of infection associated with tumor necrosis factor antagonists
(anti-TNF) and thiopurines (combination therapy) is uncertain. We assessed the risk of …

Colistin versus ceftazidime-avibactam in the treatment of infections due to carbapenem-resistant Enterobacteriaceae

D Van Duin, JJ Lok, M Earley, E Cober… - Clinical Infectious …, 2018 - academic.oup.com
Background The efficacy of ceftazidime-avibactam—a cephalosporin–β-lactamase inhibitor
combination with in vitro activity against Klebsiella pneumoniae carbapenemase–producing …

Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in …

PC Austin, EA Stuart - Statistics in medicine, 2015 - Wiley Online Library
The propensity score is defined as a subject's probability of treatment selection, conditional
on observed baseline covariates. Weighting subjects by the inverse probability of treatment …

Comparison of time to clinical improvement with vs without remdesivir treatment in hospitalized patients with COVID-19

BT Garibaldi, K Wang, ML Robinson… - JAMA network …, 2021 - jamanetwork.com
Importance Clinical effectiveness data on remdesivir are urgently needed, especially among
diverse populations and in combination with other therapies. Objective To examine whether …