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 …

Cross-sectional studies: strengths, weaknesses, and recommendations

X Wang, Z Cheng - Chest, 2020 - Elsevier
Cross-sectional studies are observational studies that analyze data from a population at a
single point in time. They are often used to measure the prevalence of health outcomes …

[HTML][HTML] Postacute sequelae of COVID-19 at 2 years

B Bowe, Y Xie, Z Al-Aly - Nature medicine, 2023 - nature.com
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection can lead to
postacute sequelae in multiple organ systems, but evidence is mostly limited to the first year …

Risks and burdens of incident diabetes in long COVID: a cohort study

Y Xie, Z Al-Aly - The lancet Diabetes & endocrinology, 2022 - thelancet.com
Background There is growing evidence suggesting that beyond the acute phase of SARS-
CoV-2 infection, people with COVID-19 could experience a wide range of post-acute …

[HTML][HTML] Long-term cardiovascular outcomes of COVID-19

Y Xie, E Xu, B Bowe, Z Al-Aly - Nature medicine, 2022 - nature.com
The cardiovascular complications of acute coronavirus disease 2019 (COVID-19) are well
described, but the post-acute cardiovascular manifestations of COVID-19 have not yet been …

[HTML][HTML] Three-year follow-up of KTE-X19 in patients with relapsed/refractory mantle cell lymphoma, including high-risk subgroups, in the ZUMA-2 study

M Wang, J Munoz, A Goy, FL Locke… - Journal of clinical …, 2022 - journals.lww.com
Purpose Brexucabtagene autoleucel (KTE-X19) autologous anti-CD19 chimeric antigen
receptor (CAR) T-cell therapy is approved for the treatment of relapsed/refractory mantle cell …

[HTML][HTML] Interim findings from first-dose mass COVID-19 vaccination roll-out and COVID-19 hospital admissions in Scotland: a national prospective cohort study

E Vasileiou, CR Simpson, T Shi, S Kerr, U Agrawal… - The Lancet, 2021 - thelancet.com
Summary Background The BNT162b2 mRNA (Pfizer–BioNTech) and ChAdOx1 nCoV-19
(Oxford–AstraZeneca) COVID-19 vaccines have shown high efficacy against disease in …

Risk of clinical sequelae after the acute phase of SARS-CoV-2 infection: retrospective cohort study

SE Daugherty, Y Guo, K Heath, MC Dasmariñas… - bmj, 2021 - bmj.com
Objective To evaluate the excess risk and relative hazards for developing incident clinical
sequelae after the acute phase of SARS-CoV-2 infection in adults aged 18-65. Design …

[HTML][HTML] Bidirectional associations between COVID-19 and psychiatric disorder: retrospective cohort studies of 62 354 COVID-19 cases in the USA

M Taquet, S Luciano, JR Geddes… - The Lancet Psychiatry, 2021 - thelancet.com
Background Adverse mental health consequences of COVID-19, including anxiety and
depression, have been widely predicted but not yet accurately measured. There are a range …

Long-tailed classification by keeping the good and removing the bad momentum causal effect

K Tang, J Huang, H Zhang - Advances in neural information …, 2020 - proceedings.neurips.cc
As the class size grows, maintaining a balanced dataset across many classes is challenging
because the data are long-tailed in nature; it is even impossible when the sample-of-interest …