Testing for SARS-CoV-2: lessons learned and current use cases

ES Theel, JE Kirby, NR Pollock - Clinical Microbiology Reviews, 2024 - journals.asm.org
The emergence and worldwide dissemination of SARS-CoV-2 required both urgent
development of new diagnostic tests and expansion of diagnostic testing capacity on an …

Characteristics and impact of Long Covid: Findings from an online survey

N Ziauddeen, D Gurdasani, ME O'Hara, C Hastie… - PloS one, 2022 - journals.plos.org
Background Long Covid is a public health concern that needs defining, quantifying, and
describing. We aimed to explore the initial and ongoing symptoms of Long Covid following …

SARS-CoV-2 omicron (B. 1.1. 529) variant: a challenge with COVID-19

Z Mohseni Afshar, A Tavakoli Pirzaman, B Karim… - Diagnostics, 2023 - mdpi.com
Since the beginning of the coronavirus disease 2019 (COVID-19) pandemic, there have
been multiple peaks of the SARS-CoV-2 (severe acute respiratory syndrome coronavirus …

Algorithmic fairness and bias mitigation for clinical machine learning with deep reinforcement learning

J Yang, AAS Soltan, DW Eyre, DA Clifton - Nature Machine Intelligence, 2023 - nature.com
As models based on machine learning continue to be developed for healthcare applications,
greater effort is needed to ensure that these technologies do not reflect or exacerbate any …

An adversarial training framework for mitigating algorithmic biases in clinical machine learning

J Yang, AAS Soltan, DW Eyre, Y Yang… - NPJ digital medicine, 2023 - nature.com
Abstract Machine learning is becoming increasingly prominent in healthcare. Although its
benefits are clear, growing attention is being given to how these tools may exacerbate …

[HTML][HTML] Estimating global, regional, and national daily and cumulative infections with SARS-CoV-2 through Nov 14, 2021: a statistical analysis

RM Barber, RJD Sorensen, DM Pigott, C Bisignano… - The Lancet, 2022 - thelancet.com
Background Timely, accurate, and comprehensive estimates of SARS-CoV-2 daily infection
rates, cumulative infections, the proportion of the population that has been infected at least …

Optimal COVID-19 quarantine and testing strategies

CR Wells, JP Townsend, A Pandey… - Nature …, 2021 - nature.com
For COVID-19, it is vital to understand if quarantines shorter than 14 days can be equally
effective with judiciously deployed testing. Here, we develop a mathematical model that …

[HTML][HTML] Factors associated with myocardial SARS-CoV-2 infection, myocarditis, and cardiac inflammation in patients with COVID-19

M Bearse, YP Hung, AJ Krauson, L Bonanno, B Boyraz… - Modern Pathology, 2021 - Elsevier
COVID-19 has been associated with cardiac injury and dysfunction. While both myocardial
inflammatory cell infiltration and myocarditis with myocyte injury have been reported in …

Lack of antibodies to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in a large cohort of previously infected persons

LR Petersen, S Sami, N Vuong… - Clinical Infectious …, 2021 - academic.oup.com
Background Reports suggest that some persons previously infected with severe acute
respiratory syndrome coronavirus 2 (SARS-CoV-2) lack detectable immunoglobulin G (IgG) …

Generalizability assessment of AI models across hospitals in a low-middle and high income country

J Yang, NT Dung, PN Thach, NT Phong… - Nature …, 2024 - nature.com
The integration of artificial intelligence (AI) into healthcare systems within low-middle income
countries (LMICs) has emerged as a central focus for various initiatives aiming to improve …