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Using Health Insurance Network Provider Data and Public Data Sets to Identify SARS-CoV-2 Vaccinators in the USA
Objective: Mass vaccination planning is occurring at all levels of government in advance of regulatory approval and manufacture of a SARS-CoV-2 vaccine for distribution sometime in 2021. We outline a methodology in which both health insurance…
Position: 11195 (24 views)
Using handpicked features in conjunction with ResNet-50 for improved detection of COVID-19 from chest X-ray images.
Coronaviruses are a family of viruses that majorly cause respiratory disorders in humans. Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a new strain of coronavirus that causes the coronavirus disease 2019 (COVID-19). WHO has…
Position: 5952 (32 views)
Using Geotagged Social Media Data to Explore Sentiment Changes in Tourist Flow: A Spatiotemporal Analytical Framework
Understanding sentiment changes in tourist flow is critical in designing exciting experiences for tourists and promoting sustainable tourism development. This paper proposes a novel analytical framework to investigate the tourist sentiment changes…
Position: 10277 (25 views)
Using echocardiography to guide the treatment of novel coronavirus pneumonia
Position: 9484 (26 views)
Using Early Data to Estimate the Actual Infection Fatality Ratio from COVID-19 in France
The number of screening tests carried out in France and the methodology used to target the patients tested do not allow for a direct computation of the actual number of cases and the infection fatality ratio (IFR). The main objective of this work is…
Position: 8759 (27 views)
Using digital technologies to create equal opportunities in higher education in the Russian Federation: COVID-2019 lessons
The article examines the experience of higher education educational organizations of the Russian Federation in the development and implementation of digital tools and services to form equal access to educational content. The Anti-Crisis Measures…
Position: 13091 (22 views)
Using Digital Data to Protect and Promote the Most Vulnerable in the Fight Against COVID-19
Position: 12119 (23 views)
Using CPAP in COVID-19 patients outside of the intensive care setting: a comparison of survival and outcomes between dialysis and non-dialysis dependent patients
Abstract Background SARS-CoV-2 (COVID-19) is a novel coronavirus associated with high mortality rates. The use of Continuous Positive Airway Pressure (CPAP) has been recognised as a management option for severe COVID-19 (NHS, Specialty guides for…
Position: 20540 (11 views)
Using country-level variables to classify countries according to the number of confirmed COVID-19 cases: An unsupervised machine learning approach [version 3; peer review: 2 approved]
Background: The COVID-19 pandemic has attracted the attention of researchers and clinicians whom have provided evidence about risk factors and clinical outcomes. Research on the COVID-19 pandemic benefiting from open-access data and machine learning…
Position: 15171 (20 views)
Using control charts to understand community variation in COVID-19.
Decision-makers need signals for action as the coronavirus disease 2019 (COVID-19) pandemic progresses. Our aim was to demonstrate a novel use of statistical process control to provide timely and interpretable displays of COVID-19 data that inform…
Position: 10277 (25 views)