Clinical evaluation of a machine learning–based early warning system for patient deterioration

AA Verma, TA Stukel, M Colacci, S Bell, J Ailon… - CMAJ, 2024 - cmaj.ca
Background: The implementation and clinical impact of machine learning–based early
warning systems for patient deterioration in hospitals have not been well described. We …

Coronavirus Disease 2019 (COVID-19) Real World Data Infrastructure: A Big-Data Resource for Study of the Impact of COVID-19 in Patient Populations With …

JM Crawford, L Penberthy, LA Pinto… - Open Forum …, 2025 - academic.oup.com
Abstract Background We developed a United States–based real-world data resource to
better understand the continued impact of the coronavirus disease 2019 (COVID-19) …

Nationwide epidemiology and health resource use among children with COVID-19 in Japan

Y Okubo, Y Nakabayashi, K Ito, K Uda… - Journal of Infection and …, 2024 - Elsevier
Background The COVID-19 pandemic posed substantial challenges to healthcare systems.
Understanding the responses of pediatric health services is crucial for future pandemic …

COVID-19 real world data infrastructure: A big data resource for study of the impact of COVID-19 in patient populations with immunocompromising conditions

JM Crawford, L Penberthy, LA Pinto, KN Althoff… - medRxiv, 2024 - medrxiv.org
Background: We created a United States-based real-world data resource to better
understand the continued impact of the COVID-19 pandemic on immunocompromised …

Severe outcomes and length of stay among people with schizophrenia hospitalized for COVID-19: A population-based retrospective cohort study

J Gronsbell, J Wang, H Thurston, J Gao, Y Shi… - medRxiv, 2024 - medrxiv.org
Background and Hypothesis: Schizophrenia is associated with substantial physical and
psychiatric comorbidities that increase the risk of severe outcomes in COVID-19 infection …

Burden of Illness Associated With Respiratory Syncytial Virus, Influenza, and Coronavirus Disease 2019 in Infants and Young Children in Ontario, Canada, 2018 …

SCJ Jorgensen, A Hernandez… - Open Forum …, 2024 - academic.oup.com
Background As severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) transitions
to endemicity and respiratory syncytial virus (RSV) and influenza reestablish their seasonal …