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Projecting hospital utilization during the COVID-19 outbreaks in the United States

https://doi.org/10.1073/pnas.2004064117
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Evaluation and treatment of thoracic outlet syndrome during the global pandemic due to SARS-CoV-2 and COVID-19
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The Effect of Individual Movements and Interventions on the Spread of Influenza in Long-Term Care Facilities
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The Epidemiological Characteristics of an Outbreak of 2019 Novel Coronavirus Diseases (COVID-19) — China, 2020

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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inferred← citeshttps://doi.org/10.1016/j.socscimed.2021.113773openalex-snapshot
Geographic access to COVID-19 healthcare in Brazil using a balanced float catchment area approach
inferred← citeshttps://doi.org/10.1016/j.ssci.2020.105034openalex-snapshot
A dynamical model of SARS-CoV-2 based on people flow networks
inferred← citeshttps://doi.org/10.1016/j.ssci.2020.105067openalex-snapshot
Strategies to exiting the COVID-19 lockdown for workplace and school: A scoping review
inferred← citeshttps://doi.org/10.1016/j.ssci.2021.105642openalex-snapshot
Safety assessment for temporary hospitals during the COVID-19 pandemic: A simulation approach
inferred← citeshttps://doi.org/10.1016/j.talanta.2022.124069openalex-snapshot
Rapid screen for ventilator associated pneumonia using exhaled volatile organic compounds
inferred← citeshttps://doi.org/10.1016/j.techfore.2020.120535openalex-snapshot
Using COVID-19 mortality to select among hospital plant capacity models: An exploratory empirical application to Hubei province
inferred← citeshttps://doi.org/10.1016/j.vaccine.2021.03.058openalex-snapshot
Projecting the impact of a two-dose COVID-19 vaccination campaign in Ontario, Canada
inferred← citeshttps://doi.org/10.1016/j.vaccine.2022.06.051openalex-snapshot
COVID-19 differentiated measures for unvaccinated individuals: The need for clear goals and strong justifications
inferred← citeshttps://doi.org/10.1016/j.wneu.2021.12.010openalex-snapshot
Predicting High-Value Care Outcomes After Surgery for Non–Skull Base Meningiomas
inferred← citeshttps://doi.org/10.1016/j.ypmed.2021.106564openalex-snapshot
Multifaceted strategies for the control of COVID-19 outbreaks in long-term care facilities in Ontario, Canada
inferred← citeshttps://doi.org/10.1016/s1473-3099(20)30315-7openalex-snapshot
Projecting the demand for ventilators at the peak of the COVID-19 outbreak in the USA
inferred← citeshttps://doi.org/10.1017/cts.2021.25openalex-snapshot
COVID-19 pandemic response varies by clinical trial sponsor type
inferred← citeshttps://doi.org/10.1017/dmp.2020.321openalex-snapshot
Prediction of the Peak, Effect of Intervention, and Total Infected by COVID-19 in India
inferred← citeshttps://doi.org/10.1017/ice.2021.69openalex-snapshot
Impact of coronavirus disease 2019 (COVID-19) on US Hospitals and Patients, April–July 2020
inferred← citeshttps://doi.org/10.1017/ice.2022.55openalex-snapshot
Hospital coronavirus disease 2019 (COVID-19) public health reporting: Lessons from validation of an automated surveillance tool to facilitate data collection
inferred← citeshttps://doi.org/10.1017/s0022215121001213openalex-snapshot
Improving the management of suspected tonsillitis and peritonsillar abscess referred to ENT – a coronavirus disease 2019 service improvement
inferred← citeshttps://doi.org/10.1017/s0950268820002423openalex-snapshot
A predictive model for Covid-19 spread – with application to eight US states and how to end the pandemic
inferred← citeshttps://doi.org/10.1017/s0950268821000704openalex-snapshot
Identifying COVID-19 cases in outpatient settings
inferred← citeshttps://doi.org/10.1017/s0950268821000959openalex-snapshot
Estimating lengths-of-stay of hospitalised COVID-19 patients using a non-parametric model: a case study in Galicia (Spain)
inferred← citeshttps://doi.org/10.1017/s0950268821001734openalex-snapshot
Housing, sanitation and living conditions affecting SARS-CoV-2 prevention interventions in 54 African countries
inferred← citeshttps://doi.org/10.1037/sgd0000463openalex-snapshot
LGBTQ+ people and COVID-19: The importance of resilience during a pandemic.
inferred← citeshttps://doi.org/10.1038/s41467-020-19478-2openalex-snapshot
Collider bias undermines our understanding of COVID-19 disease risk and severity
inferred← citeshttps://doi.org/10.1038/s41467-020-19798-3openalex-snapshot
Mathematical modeling of COVID-19 in 14.8 million individuals in Bahia, Brazil
inferred← citeshttps://doi.org/10.1038/s41467-020-20742-8openalex-snapshot
Optimal COVID-19 quarantine and testing strategies
inferred← citeshttps://doi.org/10.1038/s41467-024-55461-xopenalex-snapshot
Integrating artificial intelligence with mechanistic epidemiological modeling: a scoping review of opportunities and challenges
inferred← citeshttps://doi.org/10.1038/s41598-020-68862-xopenalex-snapshot
Covid-19 mortality is negatively associated with test number and government effectiveness
inferred← citeshttps://doi.org/10.1038/s41598-020-75280-6openalex-snapshot
Medical costs of keeping the US economy open during COVID-19
inferred← citeshttps://doi.org/10.1038/s41598-020-76043-zopenalex-snapshot
Pooling RT-qPCR testing for SARS-CoV-2 in 1000 individuals of healthy and infection-suspected patients
inferred← citeshttps://doi.org/10.1038/s41598-020-76710-1openalex-snapshot
Mathematical modelling of the dynamics and containment of COVID-19 in Ukraine
inferred← citeshttps://doi.org/10.1038/s41598-020-78760-xopenalex-snapshot
Cross-country evidence on the association between contact tracing and COVID-19 case fatality rates
inferred← citeshttps://doi.org/10.1038/s41598-021-81442-xopenalex-snapshot
Estimating worldwide effects of non-pharmaceutical interventions on COVID-19 incidence and population mobility patterns using a multiple-event study
inferred← citeshttps://doi.org/10.1038/s41598-021-84094-zopenalex-snapshot
On topological properties of COVID-19: predicting and assessing pandemic risk with network statistics
inferred← citeshttps://doi.org/10.1038/s41598-021-86027-2openalex-snapshot
Stochastic modelling of the effects of human-mobility restriction and viral infection characteristics on the spread of COVID-19
inferred← citeshttps://doi.org/10.1038/s41598-021-86811-0openalex-snapshot
A scenario modeling pipeline for COVID-19 emergency planning
inferred← citeshttps://doi.org/10.1038/s41598-021-94619-1openalex-snapshot
Mathematical model of the feedback between global supply chain disruption and COVID-19 dynamics
inferred← citeshttps://doi.org/10.1038/s41598-022-19691-7openalex-snapshot
State-controlled epidemic in a game against a novel pathogen
inferred← citeshttps://doi.org/10.1038/s41598-026-46167-9openalex-snapshot
Explaining complex dynamical systems using conditional SHAP analysis with application to multi-variant epidemic dynamics
inferred← citeshttps://doi.org/10.1038/s43856-025-01086-0openalex-snapshot
A modular approach to forecasting COVID-19 hospital bed occupancy
inferred← citeshttps://doi.org/10.1039/d0cs00763copenalex-snapshot
Biocatalytic routes to anti-viral agents and their synthetic intermediates
inferred← citeshttps://doi.org/10.1049/iet-smc.2020.0044openalex-snapshot
COVID‐19 pandemic: a review of smart cities initiatives to face new outbreaks
inferred← citeshttps://doi.org/10.1053/j.jvca.2020.04.060openalex-snapshot
Role of Helmet-Delivered Noninvasive Pressure Support Ventilation in COVID-19 Patients
inferred← citeshttps://doi.org/10.1053/j.semvascsurg.2021.07.002openalex-snapshot
A scoping review on the changes in vascular surgical practice during the early phases of the COVID-19 pandemic
inferred← citeshttps://doi.org/10.1057/s41599-021-01032-0openalex-snapshot
Choosing the right COVID-19 indicator: crude mortality, case fatality, and infection fatality rates influence policy preferences, behaviour, and understanding
inferred← citeshttps://doi.org/10.1063/5.0040560openalex-snapshot
The impact of non-pharmaceutical interventions on the prevention and control of COVID-19 in New York City
inferred← citeshttps://doi.org/10.1063/5.0066086openalex-snapshot
Sustainable targeted interventions to mitigate the COVID-19 pandemic: A big data-driven modeling study in Hong Kong
inferred← citeshttps://doi.org/10.1073/pnas.2008373117openalex-snapshot
The implications of silent transmission for the control of COVID-19 outbreaks
inferred← citeshttps://doi.org/10.1073/pnas.2010115117openalex-snapshot
Livestock plants and COVID-19 transmission
inferred← citeshttps://doi.org/10.1073/pnas.2010836117openalex-snapshot
Mobile device data reveal the dynamics in a positive relationship between human mobility and COVID-19 infections
inferred← citeshttps://doi.org/10.1073/pnas.2025448119openalex-snapshot
Heterologous vaccination interventions to reduce pandemic morbidity and mortality: Modeling the US winter 2020 COVID-19 wave
inferred← citeshttps://doi.org/10.1073/pnas.2200536119openalex-snapshot
Universal healthcare as pandemic preparedness: The lives and costs that could have been saved during the COVID-19 pandemic
inferred← citeshttps://doi.org/10.1080/00036846.2023.2289923openalex-snapshot
Moral hazard in public health policies
inferred← citeshttps://doi.org/10.1080/02664763.2025.2505632openalex-snapshot
Partially linear mixed effects model with measurement error in nonparametric part
inferred← citeshttps://doi.org/10.1080/02692171.2020.1866973openalex-snapshot
The political risk factors of COVID-19
inferred← citeshttps://doi.org/10.1080/07421222.2025.2602395openalex-snapshot
Do Mildly Ill Patients Really Need an Offline Doctor? Deciphering Health Choices from Artificial Intelligence Diagnostic Design and Trust Dynamics
inferred← citeshttps://doi.org/10.1080/09674845.2020.1826136openalex-snapshot
Understanding the dynamics of COVID-19; implications for therapeutic intervention, vaccine development and movement control
inferred← citeshttps://doi.org/10.1080/20479700.2023.2266637openalex-snapshot
ICU patient flow: To premature step-down or not? A simulation analysis
inferred← citeshttps://doi.org/10.1080/22221751.2022.2063073openalex-snapshot
Assessing the transition of COVID-19 burden towards the young population while vaccines are rolled out in China*
inferred← citeshttps://doi.org/10.1088/1478-3975/abac51openalex-snapshot
Efficiency of COVID-19 mobile contact tracing containment by measuring time-dependent doubling time
inferred← citeshttps://doi.org/10.1088/1755-1315/1039/1/012022openalex-snapshot
Multi-criteria Decision Analysis for Readiness of COVID-19 Referral Hospital in Jakarta
inferred← citeshttps://doi.org/10.1089/end.2020.1141openalex-snapshot
Impact of the COVID-19 Pandemic on Patient Preferences and Decision Making for Symptomatic Urolithiasis
inferred← citeshttps://doi.org/10.1089/hs.2023.0019openalex-snapshot
A Multisite Investigation of Areas for Improvement in COVID-19 Surge Capacity Management
inferred← citeshttps://doi.org/10.1093/aje/kwad117openalex-snapshot
Use of Community SARS-CoV-2 Case Counts and Instantaneous Reproductive Number to Predict Short-Term COVID-19 Hospital Admission Volumes
inferred← citeshttps://doi.org/10.1093/bib/bbaa331openalex-snapshot
How do we share data in COVID-19 research? A systematic review of COVID-19 datasets in PubMed Central Articles
inferred← citeshttps://doi.org/10.1093/cid/ciaa1549openalex-snapshot
Interregional Transfers for Pandemic Surges
inferred← citeshttps://doi.org/10.1093/cid/ciab079openalex-snapshot
The Impact of Vaccination on Coronavirus Disease 2019 (COVID-19) Outbreaks in the United States
inferred← citeshttps://doi.org/10.1093/ije/dyab034openalex-snapshot
Modelling ICU capacity under different epidemiological scenarios of the COVID-19 pandemic in three western European countries
inferred← citeshttps://doi.org/10.1093/imaman/dpad009openalex-snapshot
Probabilistic forecasting of daily COVID-19 admissions using machine learning
inferred← citeshttps://doi.org/10.1093/imammb/dqae013openalex-snapshot
Assessing marginal effects of non-pharmaceutical interventions on the transmission of SARS-CoV-2 across Africa: a hybrid modeling study
inferred← citeshttps://doi.org/10.1093/jamia/ocab005openalex-snapshot
Development and validation of a machine learning model predicting illness trajectory and hospital utilization of COVID-19 patients: A nationwide study
inferred← citeshttps://doi.org/10.1093/jamia/ocac083openalex-snapshot
Predicting hospitalization of COVID-19 positive patients using clinician-guided machine learning methods
inferred← citeshttps://doi.org/10.1093/jrs/feaa113openalex-snapshot
Refugee Children and Families During the COVID-19 Crisis: A Resilience Framework for Mental Health
inferred← citeshttps://doi.org/10.1093/jtm/taaa157openalex-snapshot
Estimating the COVID-19 risk during the Hajj pilgrimage
inferred← citeshttps://doi.org/10.1093/milmed/usab415openalex-snapshot
Development and Validation of a Clinical Risk Score to Predict Hospitalization Within 30 Days of Coronavirus Disease 2019 Diagnosis
inferred← citeshttps://doi.org/10.1093/ofid/ofaa442openalex-snapshot
Do Stay at Home Orders and Cloth Face Coverings Control COVID-19 in New York City? Results From a SIER Model Based on Real-world Data
inferred← citeshttps://doi.org/10.1097/adm.0000000000000813openalex-snapshot
Treatment Disruption and Childcare Responsibility as Risk Factors for Drug and Alcohol Use in Persons in Treatment for Substance Use Disorders During the COVID-19 Crisis
inferred← citeshttps://doi.org/10.1097/aln.0000000000003521openalex-snapshot
Development of Rapid Response Capabilities in a Large COVID-19 Alternate Care Site Using Failure Modes and Effect Analysis with In Situ Simulation
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