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COVID-19

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Assessing Age-Specific Vaccination Strategies And Post-Vaccination Reopening Policies For Covid-19 Control Using Seir Modeling Approach, Xia Wang, Hulin Wu, Sanyi Tang Aug 2022

Assessing Age-Specific Vaccination Strategies And Post-Vaccination Reopening Policies For Covid-19 Control Using Seir Modeling Approach, Xia Wang, Hulin Wu, Sanyi Tang

Faculty, Staff and Student Publications

As the availability of COVID-19 vaccines, it is badly needed to develop vaccination guidelines to prioritize the vaccination delivery in order to effectively stop COVID-19 epidemic and minimize the loss. We evaluated the effect of age-specific vaccination strategies on the number of infections and deaths using an SEIR model, considering the age structure and social contact patterns for different age groups for each of different countries. In general, the vaccination priority should be given to those younger people who are active in social contacts to minimize the number of infections, while the vaccination priority should be given to the elderly …


2022-08-26_Michiganoverview_Covidbedppe, Michigan Department Of Health & Human Services Aug 2022

2022-08-26_Michiganoverview_Covidbedppe, Michigan Department Of Health & Human Services

Michigan COVID-19 Hospital Data

Contains the tables Statewide Hospital Capacity Report for COVID-19, COVID-19 Metrics, Statewide Hospital Available PPE Tracking for COVID-19, as well as the tables PPE Days On Hand and Patient Census.


The Global Burden Of Cancer Attributable To Risk Factors, 2010-19: A Systematic Analysis For The Global Burden Of Disease Study 2019, Khanh Bao Tran, Justin J. Lang, Kelly Compton, Rixing Xu, Alistair R. Acheson, Hannah Jacqueline Henrikson, Jonathan M. Kocarnik, Louise Penberthy, Amirali Aali, Qamar Abbas, Behzad Abbasi, Mohsen Abbasi-Kangevari, Zeinab Abbasi-Kangevari, Hedayat Abbastabar, Michael Abdelmasseh, Sherief Abd-Elsalam, Ahmed Abdelwahab Abdelwahab, Gholamreza Abdoli, Hanan Abdulkadir Abdulkadir, Aidin Abedi, Ismaeel Yunusa, Et. Al. Aug 2022

The Global Burden Of Cancer Attributable To Risk Factors, 2010-19: A Systematic Analysis For The Global Burden Of Disease Study 2019, Khanh Bao Tran, Justin J. Lang, Kelly Compton, Rixing Xu, Alistair R. Acheson, Hannah Jacqueline Henrikson, Jonathan M. Kocarnik, Louise Penberthy, Amirali Aali, Qamar Abbas, Behzad Abbasi, Mohsen Abbasi-Kangevari, Zeinab Abbasi-Kangevari, Hedayat Abbastabar, Michael Abdelmasseh, Sherief Abd-Elsalam, Ahmed Abdelwahab Abdelwahab, Gholamreza Abdoli, Hanan Abdulkadir Abdulkadir, Aidin Abedi, Ismaeel Yunusa, Et. Al.

Faculty Publications

Background

Understanding the magnitude of cancer burden attributable to potentially modifiable risk factors is crucial for development of effective prevention and mitigation strategies. We analysed results from the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2019 to inform cancer control planning efforts globally.

Methods

The GBD 2019 comparative risk assessment framework was used to estimate cancer burden attributable to behavioural, environmental and occupational, and metabolic risk factors. A total of 82 risk–outcome pairs were included on the basis of the World Cancer Research Fund criteria. Estimated cancer deaths and disability-adjusted life-years (DALYs) in 2019 and change …


Controlling Multiple Covid-19 Epidemic Waves: An Insight From A Multi-Scale Model Linking The Behaviour Change Dynamics To The Disease Transmission Dynamics, Biao Tang, Weike Zhou, Xia Wang, Hulin Wu, Yanni Xiao Aug 2022

Controlling Multiple Covid-19 Epidemic Waves: An Insight From A Multi-Scale Model Linking The Behaviour Change Dynamics To The Disease Transmission Dynamics, Biao Tang, Weike Zhou, Xia Wang, Hulin Wu, Yanni Xiao

Faculty, Staff and Student Publications

COVID-19 epidemics exhibited multiple waves regionally and globally since 2020. It is important to understand the insight and underlying mechanisms of the multiple waves of COVID-19 epidemics in order to design more efficient non-pharmaceutical interventions (NPIs) and vaccination strategies to prevent future waves. We propose a multi-scale model by linking the behaviour change dynamics to the disease transmission dynamics to investigate the effect of behaviour dynamics on COVID-19 epidemics using game theory. The proposed multi-scale models are calibrated and key parameters related to disease transmission dynamics and behavioural dynamics with/without vaccination are estimated based on COVID-19 epidemic data (daily reported …


Post Covid-19 Guillain-Barré-Syndrome (Gbs), Mohammed M. Al-Zadjali, Emaad Al Shibli, Mohammed Al Maskari, Arunodaya R. Gujjar, Abdullah Al Asmi Aug 2022

Post Covid-19 Guillain-Barré-Syndrome (Gbs), Mohammed M. Al-Zadjali, Emaad Al Shibli, Mohammed Al Maskari, Arunodaya R. Gujjar, Abdullah Al Asmi

Sultan Qaboos University Medical Journal

Guillain-Barré-Syndrome (GBS) is one of the reported neurological manifestations linked to a severe acute respiratory syndrome caused by coronavirus 2 (SARS-CoV-2)(COVID-19). We are presenting a case of a 72-years-old male patient who attended Sultan Qaboos University Hospital with a history of progressive bilateral limbs weakness and numbness. After exclusion of other possible causes, a diagnosis of GBS induced by COVID-19 was made. He received Intravenous Immunoglobulin (IVIG) 0.4g/kg/day for 5 days. This diagnosis is in line with a rare complication of COVID-19. This case highlights the characteristics and the course of GBS following COVID-19 infection. Further studies are needed to …


Years Of Life Lost Associated With Covid-19 Deaths In The Usa During The First 2 Years Of The Pandemic, Troy Quast, Ross Andel, Sean Gregory, Eric A Storch Aug 2022

Years Of Life Lost Associated With Covid-19 Deaths In The Usa During The First 2 Years Of The Pandemic, Troy Quast, Ross Andel, Sean Gregory, Eric A Storch

Center for Medical Ethics and Health Policy Staff Publications

Background: Prior estimates of the years of life lost (YLLs) in the USA associated with coronavirus disease 2019 (COVID-19) were 1.2 million through 11 July 2020 and 3.9 million through 31 January 2021 (which roughly coincides with the first full year of the pandemic). The aim of this study is to update YLL estimates through the first 2 years of the pandemic.

Methods: We employed data regarding COVID-19 deaths through 5 February 2022 by jurisdiction, gender and age group. We used actuarial life expectancy tables by gender and age to estimate YLLs.

Results: We estimated roughly 9.7 million YLLs due …


2022-08-24_Michiganoverview_Covidbedppe, Michigan Department Of Health & Human Services Aug 2022

2022-08-24_Michiganoverview_Covidbedppe, Michigan Department Of Health & Human Services

Michigan COVID-19 Hospital Data

Contains the tables Statewide Hospital Capacity Report for COVID-19, COVID-19 Metrics, Statewide Hospital Available PPE Tracking for COVID-19, as well as the tables PPE Days On Hand and Patient Census.


2022-08-24_Michiganoverview_Covidvaccinestats, Michigan Department Of Health & Human Services Aug 2022

2022-08-24_Michiganoverview_Covidvaccinestats, Michigan Department Of Health & Human Services

Michigan COVID-19 Vaccine Data

The COVID Vaccine Dashboard page was obtained from Michigan's main COVID-19 page: https://www.michigan.gov/coronavirus/resources/covid-19-vaccine/covid-19-dashboard.

First-dose tracker above is for entire Michigan Population. Coverage maps below are for age 5+.

Previously reported numbers of administered vaccine doses may change as new data are received. A possible lag in reporting vaccine doses will result in increases in numbers previously reported.

This report is created by the Michigan Department of Health and Human Services Division of Immunization from data reported to the Michigan Care Improvement Registry (MCIR).

The dashboard contained the tabs Primary Series Doses Administered, Primary Series Doses by Vaccine, …


Sel-Covidnet: An Intelligent Application For The Diagnosis Of Covid-19 From Chest X-Rays And Ct-Scans, Ahmad Al Smadi, Ahed Abugabah, Ahmad Mohammad Al-Smadi, Sultan Almotairi Aug 2022

Sel-Covidnet: An Intelligent Application For The Diagnosis Of Covid-19 From Chest X-Rays And Ct-Scans, Ahmad Al Smadi, Ahed Abugabah, Ahmad Mohammad Al-Smadi, Sultan Almotairi

All Works

COVID-19 detection from medical imaging is a difficult challenge that has piqued the interest of experts worldwide. Chest X-rays and computed tomography (CT) scanning are the essential imaging modalities for diagnosing COVID-19. All researchers focus their efforts on developing viable methods and rapid treatment procedures for this pandemic. Fast and accurate automated detection approaches have been devised to alleviate the need for medical professionals. Deep Learning (DL) technologies have successfully recognized COVID-19 situations. This paper proposes a developed set of nine deep learning models for diagnosing COVID-19 based on transfer learning and implementation in a novel architecture (SEL-COVIDNET). In which …


2022-08-23_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services Aug 2022

2022-08-23_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services

Michigan COVID-19 Syndromic Surveillance System Data

The Syndromic Surveillance System Data report was obtained from Michigan's COVID-19 dashboard, from under the link "​Coronavirus Symptoms": https://www.michigan.gov/coronavirus/stats/coronavirus-symptoms. Data was compiled by the Michigan Department of Health and Human Services (MDHHS). The information was updated twice a week on Mondays and Thursdays.

Syndromic Surveillance System data is obtained from approximately 216 facilities participating in syndromic surveillance (139 Emergency Departments (ED), 77 Urgent Cares) across the State of Michigan. The reporting is based on individuals who present at EDs and may not be representative of the overall population. The coronavirus-like symptoms query searches visit free-text (chief complaint, triage notes, …


2022-08-23_Michiganoverview_Covidlongtermcare, Michigan Department Of Health & Human Services Aug 2022

2022-08-23_Michiganoverview_Covidlongtermcare, Michigan Department Of Health & Human Services

Michigan COVID-19 Long Term Care Data

The COVID Long Term Care Facilities page was obtained from Michigan's COVID-19 data page: https://www.michigan.gov/coronavirus/stats/data-about-places/long-term-care-data.

This report is created by the Michigan Department of Health & Human Services from data self-reported by long-term care facilities into EMResource. Data for all reporting facilities is posted weekly each Monday.

The information below represents COVID-19 data reported directly to MDHHS by licensed and operating Skilled Nursing, Home for the Aged and Adult Foster Care facilities (licensed to serve 13 or more individuals) in Michigan from January 1, 2020. All long-term care facilities additionally have an obligation to report COVID-positive residents and/or staff …


2022-08-23_Michiganoverview_Covidstats, Michigan Department Of Health & Human Services Aug 2022

2022-08-23_Michiganoverview_Covidstats, Michigan Department Of Health & Human Services

Cumulative Michigan COVID-19 Data

The COVID Overview page was obtained from Michigan's main COVID-19 page: https://www.michigan.gov/coronavirus/stats.

The State of Michigan is working around the clock to test and treat COVID-19 patients. Below is the most recent data healthcare experts across the state have compiled. COVID case and testing data will be posted once a week on Tuesdays.

This report is provisional and subject to change. City of Detroit and Wayne County are reported separately. MDHHS began tracking probable cases April 5, 2020. FCI indicates federal correctional institute. MDOC indicates Michigan Department of Corrections. Diagnostic tests, including nucleic acid amplification/real-time polymerase chain reaction (NAAT/RT-PCR) …


The Virtues Of Covid-19 Pandemic: How Working From Home Can Make Us The Best (Or The Worst) Version Of Ourselves, Marta Rocchi, Caleb Bernacchio Aug 2022

The Virtues Of Covid-19 Pandemic: How Working From Home Can Make Us The Best (Or The Worst) Version Of Ourselves, Marta Rocchi, Caleb Bernacchio

College of Business Faculty Publications and Presentations

The combined effect of technological innovations in the workplace and the lockdowns imposed by the COVID-19 pandemic has rapidly increased the prominence of remote working, with an undeniable impact on both business and society. In light of this organizational and sociological change, this article analyzes how this renewed work environment can be the place where workers can develop several relevant virtues, specifically moderation, integrity, and mercy. This new environment may also present the opportunity to develop a number of opposing vices, which are also explained and analyzed. The article concludes by suggesting some implications for managers who wish to promote …


2022-08-22_Michiganoverview_Covidbedppe, Michigan Department Of Health & Human Services Aug 2022

2022-08-22_Michiganoverview_Covidbedppe, Michigan Department Of Health & Human Services

Michigan COVID-19 Hospital Data

Contains the tables Statewide Hospital Capacity Report for COVID-19, COVID-19 Metrics, Statewide Hospital Available PPE Tracking for COVID-19, as well as the tables PPE Days On Hand and Patient Census.


Association Between Antidepressant Use And Ed Or Hospital Visits In Outpatients With Sars-Cov-2, Bradley A Fritz, Nicolas Hoertel, Eric J Lenze, Farid Jalali, Angela M Reiersen Aug 2022

Association Between Antidepressant Use And Ed Or Hospital Visits In Outpatients With Sars-Cov-2, Bradley A Fritz, Nicolas Hoertel, Eric J Lenze, Farid Jalali, Angela M Reiersen

2020-Current year OA Pubs

Antidepressants have previously been associated with better outcomes in patients hospitalized with COVID-19, but their effect on clinical deterioration among ambulatory patients has not been fully explored. The objective of this study was to assess whether antidepressant exposure was associated with reduced emergency department (ED) or hospital visits among ambulatory patients with SARS-CoV-2 infection. This retrospective cohort study included adult patients (N = 25 034) with a positive SARS-CoV-2 test performed in a non-hospital setting. Logistic regression analyses tested associations between home use of antidepressant medications and a composite outcome of ED visitation or hospital admission within 30 days. Secondary …


Five Things You Should Know This Week, Georgia Southern University Aug 2022

Five Things You Should Know This Week, Georgia Southern University

A Few Things You Should Know This Week (2020-2023)

  • New Professional Development Tracker Now Available for Faculty and Staff
  • State of the University Presentations to be Held this Week
  • More Information About the 2022 Monkeypox Outbreak
  • Congratulations to Georgia Southern Golfer Ben Carr


Problems And Suggestions On Covid-19’S Quarantine And Isolation From Perspective Of Spatial Organization, Wei Sun, Fengjun Jin Aug 2022

Problems And Suggestions On Covid-19’S Quarantine And Isolation From Perspective Of Spatial Organization, Wei Sun, Fengjun Jin

Bulletin of Chinese Academy of Sciences (Chinese Version)

Quarantine and isolation are effective means to prevent transmission of COVID-19, but the problems arised during the period of quarantine and isolation are worth pondering. This article first streamlines five types of problems during the recent period of quarantine and isolation. Based on a brief review of related research on domestic and international literature, the article argues that it will be a suitable approach to carry out research from the perspective of spatial organization combined with the concept of systems theory. Then, it explores the reasons of the aforementioned problems from the objective laws of spatial organization and systems theory. …


Effectiveness And Adherence To Closed Face Shields In The Prevention Of Covid-19 Transmission: A Non-Inferiority Randomized Controlled Trial In A Middle-Income Setting (Covproshield), Andrea Ramirez Varela, Alejandro Pacheco Gurruchaga, Silvia Restrepo Restrepo, Juan David Martin, Yessica Daniela Campaz Landazabal, Guillermo Tamayo-Cabeza, Sandra Contreras-Arrieta, Yuldor Caballero-Díaz, Luis Jorge Hernandez Florez, John Mario González, Juan Carlos Santos-Barbosa, José David Pinzón, Juan José Yepes-Nuñez, Rachid Laajaj, Giancarlo Buitrago Gutierrez, Martha Vives Florez, Janner Fuentes Castillo, Gianni Quinche Vargas, Andres Casas, Antonio Medina, Eduardo Behrentz, Covida Working Group Aug 2022

Effectiveness And Adherence To Closed Face Shields In The Prevention Of Covid-19 Transmission: A Non-Inferiority Randomized Controlled Trial In A Middle-Income Setting (Covproshield), Andrea Ramirez Varela, Alejandro Pacheco Gurruchaga, Silvia Restrepo Restrepo, Juan David Martin, Yessica Daniela Campaz Landazabal, Guillermo Tamayo-Cabeza, Sandra Contreras-Arrieta, Yuldor Caballero-Díaz, Luis Jorge Hernandez Florez, John Mario González, Juan Carlos Santos-Barbosa, José David Pinzón, Juan José Yepes-Nuñez, Rachid Laajaj, Giancarlo Buitrago Gutierrez, Martha Vives Florez, Janner Fuentes Castillo, Gianni Quinche Vargas, Andres Casas, Antonio Medina, Eduardo Behrentz, Covida Working Group

Faculty, Staff and Student Publications

BACKGROUND: The use of respiratory devices can mitigate the spread of diseases such as COVID-19 in community settings. We aimed to determine the effectiveness of closed face shields with surgical face masks to prevent SARS-CoV-2 transmission in working adults during the COVID-19 pandemic in Bogotá, Colombia.

METHODS: An open-label non-inferiority randomized controlled trial that randomly assigned participants to one of two groups: the intervention group was instructed to wear closed face shields with surgical face masks, and the active control group was instructed to wear only surgical face masks. The primary outcome was a positive reverse transcription polymerase chain reaction …


2022-08-19_Michiganoverview_Covidbedppe, Michigan Department Of Health & Human Services Aug 2022

2022-08-19_Michiganoverview_Covidbedppe, Michigan Department Of Health & Human Services

Michigan COVID-19 Hospital Data

Contains the tables Statewide Hospital Capacity Report for COVID-19, COVID-19 Metrics, Statewide Hospital Available PPE Tracking for COVID-19, as well as the tables PPE Days On Hand and Patient Census.


Notes From An Epicenter: Navigating Behavioral Clinical Trials On Autism Spectrum Disorder Amid The Covid-19 Pandemic In The Bronx, Alaina S Berruti, Roseann C Schaaf, Emily A Jones, Elizabeth Ridgway, Rachel L. Dumont, Benjamin E Leiby, Catherine Sancimino, Misung Yi, Sophie Molholm Aug 2022

Notes From An Epicenter: Navigating Behavioral Clinical Trials On Autism Spectrum Disorder Amid The Covid-19 Pandemic In The Bronx, Alaina S Berruti, Roseann C Schaaf, Emily A Jones, Elizabeth Ridgway, Rachel L. Dumont, Benjamin E Leiby, Catherine Sancimino, Misung Yi, Sophie Molholm

Department of Occupational Therapy Faculty Papers

Background: The COVID-19 pandemic impacted nearly all facets of our daily lives, and clinical research was no exception. Here, we discuss the impact of the pandemic on our ongoing, three-arm randomized controlled trial (RCT) Sensory Integration Therapy (SIT) in Autism: Mechanisms and Effectiveness (NCT02536365), which investigates the immediate and sustained utility of SIT to strengthen functional daily-living skills and minimize the presence of maladaptive sensory behaviors in autistic children.

Main text: In this text, we detail how we navigated the unique challenges that the pandemic brought forth between the years 2020 and 2021, including the need to rapidly …


2022-08-18_Michiganoverview_Misc, Michigan Department Of Health & Human Services Aug 2022

2022-08-18_Michiganoverview_Misc, Michigan Department Of Health & Human Services

Michigan COVID-19 MIS-C Data

The MIS-C Data page was obtained from Michigan's COVID-19 data page: https://www.michigan.gov/coronavirus/stats/mis-c-reporting.

This report is created by the Michigan Department of Health & Human Services from data self-reported by health care providers and local health departments. Data is updated on the first and third Thursdays of the month.

Multisystem Inflammatory Syndrome in Children (MIS-C) is a condition in children and adolescents under 21 years of age where multiple organ systems become inflamed or dysfunctional which occurs in association with illness. Children with MIS-C may have a fever and various symptoms, including abdominal (gut) pain, vomiting, diarrhea, neck pain, rash, …


Moving Elementary School English Learners Forward: Understanding How Covid-Era School Disruptions Impacted English Learner Education, Danielle Vissering Aug 2022

Moving Elementary School English Learners Forward: Understanding How Covid-Era School Disruptions Impacted English Learner Education, Danielle Vissering

Honors Program Theses and Projects

In the first semester of my honors thesis, I looked at how big events like COVID-19 affect non-heritage English speakers. Through my research, I was able to compile a literature review to see what challenges ELL students face, and how we could overcome those difficulties. This then led me this semester to look at what strategies could better assist ELL students in the classroom. To understand how teachers are working with students in classrooms now I interviewed teachers and observed classrooms to find out what strategies, technology, and resources could help ELL students.


Covid-19 Youth Ambassador Corp, A Community-Based Program To Address Vaccine Hesitancy, Atoosa Azarang Aug 2022

Covid-19 Youth Ambassador Corp, A Community-Based Program To Address Vaccine Hesitancy, Atoosa Azarang

Master's Projects and Capstones

With over one million confirmed deaths from COVID-19, the United States (U.S.) continues to battle the public health crisis arising from the spread of the SARS-CoV-2 virus. The COVID-19 pandemic has had a devastating impact on our economic, social, and health systems. Social distancing efforts and other precautionary measures such as mask-wearing have not sufficiently reduced morbidity and mortality from COVID-19; thus, COVID-19 vaccinations are an important tool for substantially alleviating the effects of the pandemic. Although COVID-19 vaccines are available to all Americans aged six months and older, many individuals are hesitant to receive vaccines. The two most common …


Statistical Analysis Methods Applied To Early Outpatient Covid-19 Treatment Case Series Data, Eleftherios Gkioulekas, Peter A. Mccullough, Vladimir Zelenko Aug 2022

Statistical Analysis Methods Applied To Early Outpatient Covid-19 Treatment Case Series Data, Eleftherios Gkioulekas, Peter A. Mccullough, Vladimir Zelenko

School of Mathematical & Statistical Sciences Faculty Publications

When confronted with a public health emergency, significant innovative treatment protocols can sometimes be discovered by medical doctors at the front lines based on repurposed medications. We propose a statistical framework for analyzing the case series of patients treated with such new protocols, that enables a comparison with our prior knowledge of expected outcomes, in the absence of treatment. The goal of the proposed methodology is not to provide a precise measurement of treatment efficacy, but to establish the existence of treatment efficacy, in order to facilitate the binary decision of whether the treatment protocol should be adopted on an …


Bereavement In Isolation During Covid-19 Pandemic, Shelia Renee Stroman Aug 2022

Bereavement In Isolation During Covid-19 Pandemic, Shelia Renee Stroman

Doctoral Dissertations and Projects

The COVID-19 pandemic with the protocols of social distance, isolation, and quarantine changed the practices associated with traditional funerals and rituals. The purpose of this phenomenology study was to understand the lived experience of individuals that process bereavement in isolation during the COVID-19 pandemic. This study is a new phenomenon; the research questions will guide this study to understand the lived experience of individuals that process bereavement in isolation during the COVID-19 pandemic. The research questions were (1) What are the experiences of those that processed death without rituals or traditions during COVID-19, and (2) How has COVID-19 transformed and …


Employment Loss And Food Insecurity - Race And Sex Disparities In The Context Of Covid-19, Jacquelyn V Coats, Sarah Humble, Kimberly J Johnson, Havisha Pedamallu, Bettina F Drake, Elvin Geng, Charles W Goss, Kia L Davis Aug 2022

Employment Loss And Food Insecurity - Race And Sex Disparities In The Context Of Covid-19, Jacquelyn V Coats, Sarah Humble, Kimberly J Johnson, Havisha Pedamallu, Bettina F Drake, Elvin Geng, Charles W Goss, Kia L Davis

2020-Current year OA Pubs

INTRODUCTION: Applying an intersectional framework, we examined sex and racial inequality in COVID-19-related employment loss (ie, job furlough, layoff, and reduced pay) and food insecurity (ie, quality and quantity of food eaten, food worry, and receipt of free meals or groceries) among residents in Saint Louis County, Missouri.

METHODS: We used cross-sectional data from adults aged 18 or older (N = 2,146), surveyed by using landlines or cellular phones between August 12, 2020, and October 27, 2020. We calculated survey-weighted prevalence of employment loss and food insecurity for each group (Black female, Black male, White female, White male). Odds ratios …


Funding Faith: The Paycheck Protection Program's Establishment Clause Violation, Brenna Jean O'Connor Aug 2022

Funding Faith: The Paycheck Protection Program's Establishment Clause Violation, Brenna Jean O'Connor

St. John's Law Review

(Excerpt)

In the early months of 2020, COVID-19 had a swift and profound impact on public health, the economy, state and local governments, and businesses across the United States. In response, on March 27, 2020, the United States Congress passed the Coronavirus Aid, Relief, and Economic Security Act (“CARES Act”) to protect the American people from the worsening public health crisis and mitigate the resulting economic downturn. Additionally, within the CARES Act, Congress established the Paycheck Protection Program (“PPP”), which expanded the Small Business Administration’s (“SBA”) authority to guarantee forgivable loans to eligible small businesses. Among other prerequisites, the PPP …


2022-08-17_Michiganoverview_Covidbedppe, Michigan Department Of Health & Human Services Aug 2022

2022-08-17_Michiganoverview_Covidbedppe, Michigan Department Of Health & Human Services

Michigan COVID-19 Hospital Data

Contains the tables Statewide Hospital Capacity Report for COVID-19, COVID-19 Metrics, Statewide Hospital Available PPE Tracking for COVID-19, as well as the tables PPE Days On Hand and Patient Census.


2022-08-17_Michiganoverview_Covidvaccinestats, Michigan Department Of Health & Human Services Aug 2022

2022-08-17_Michiganoverview_Covidvaccinestats, Michigan Department Of Health & Human Services

Michigan COVID-19 Vaccine Data

The COVID Vaccine Dashboard page was obtained from Michigan's main COVID-19 page: https://www.michigan.gov/coronavirus/resources/covid-19-vaccine/covid-19-dashboard.

First-dose tracker above is for entire Michigan Population. Coverage maps below are for age 5+.

Previously reported numbers of administered vaccine doses may change as new data are received. A possible lag in reporting vaccine doses will result in increases in numbers previously reported.

This report is created by the Michigan Department of Health and Human Services Division of Immunization from data reported to the Michigan Care Improvement Registry (MCIR).

The dashboard contained the tabs Primary Series Doses Administered, Primary Series Doses by Vaccine, …


Multiomic Analysis Reveals Cell-Type-Specific Molecular Determinants Of Covid-19 Severity, Sai Zhang, Johnathan Cooper-Knock, Annika K. Weimer, Minyi Shi, Lina Kozhaya, Derya Unutmaz, Calum Harvey, Thomas H. Julian, Simone Furini, Elisa Frullanti, Francesca Fava, Alessandra Renieri, Peng Gao, Xiaotao Shen, Ilia Sarah Timpanaro, Kevin P. Kenna, J Kenneth Baillie, Mark M. Davis, Philip S. Tsao, Michael P. Snyder Aug 2022

Multiomic Analysis Reveals Cell-Type-Specific Molecular Determinants Of Covid-19 Severity, Sai Zhang, Johnathan Cooper-Knock, Annika K. Weimer, Minyi Shi, Lina Kozhaya, Derya Unutmaz, Calum Harvey, Thomas H. Julian, Simone Furini, Elisa Frullanti, Francesca Fava, Alessandra Renieri, Peng Gao, Xiaotao Shen, Ilia Sarah Timpanaro, Kevin P. Kenna, J Kenneth Baillie, Mark M. Davis, Philip S. Tsao, Michael P. Snyder

Faculty Research 2022

The determinants of severe COVID-19 in healthy adults are poorly understood, which limits the opportunity for early intervention. We present a multiomic analysis using machine learning to characterize the genomic basis of COVID-19 severity. We use single-cell multiome profiling of human lungs to link genetic signals to cell-type-specific functions. We discover >1,000 risk genes across 19 cell types, which account for 77% of the SNP-based heritability for severe disease. Genetic risk is particularly focused within natural killer (NK) cells and T¬†cells, placing the dysfunction of these cells upstream of severe disease. Mendelian randomization and single-cell profiling of human NK cells …