Digital Commons Network^™

Work-Life Balance During The Covid-19 Pandemic: Insights From Extension Professionals, David C. Diehl, Glenn D. Israel, July D. Nelson, Sebastian Galindo

Journal of Human Sciences and Extension

Using a retrospective post-then-pre design, we asked Extension professionals to reflect on their work-life balance before and during the COVID-19 pandemic. The objectives were to assess whether work-life balance variables (work interference with personal life, personal life interference with work, and work-personal life enhancement) changed from before to during the pandemic, whether any changes in work-life balance were concentrated in households with parents who had caregiving responsibilities, and whether changes in any of these work-life balance variables were associated with respondents’ gender, marital status, or work location. Findings indicated that (1) personal life interference with work significantly increased and work-personal …

Recovery From The Impact Of Covid-19 On Treatment Times And Clinical Outcomes Of Patients With St-Segment Elevation Myocardial Infarction: An Interim Analysis, Abdelrahman Ali, Thomas Schirmer, Francis J Kiernan, Bryan Piccirillo, Joseph Ingrassia, Talhat Azemi, Immad Sadiq, Daniel B Fram, Asad Rizvi, Saurabh Joshi, Jeffrey Mather, Raymond G Mckay

The Texas Heart Institute Journal

BACKGROUND: Previous studies have documented a negative impact of the COVID-19 pandemic on emergent percutaneous treatment of patients with ST-segment elevation myocardial infarction (STEMI), but few have examined recovery of healthcare systems in restoring prepandemic STEMI care.

METHODS: Retrospective analysis was performed of data from 789 patients with STEMI from a large tertiary medical center treated with percutaneous coronary intervention between January 1, 2019, and December 31, 2021.

RESULTS: For patients with STEMI presenting to the emergency department, median time from door to balloon was 37 minutes in 2019, 53 minutes in 2020, and 48 minutes in 2021 (P < .001), whereas median time from first medical contact to device changed from 70 to 82 to 75 minutes, respectively (P = .002). Treatment time changes in 2020 and 2021 correlated with median emergency department evaluation time (30 to 41 to 22 minutes, respectively; P = .001) but not median catheterization laboratory revascularization time. For transfer patients, median time from first medical contact to device changed from 110 to 133 to 118 minutes, respectively (P = .005). In 2020 and 2021, patients with STEMI had greater late presentation (P = .028) and late mechanical complications (P = .021), with nonsignificant increases in yearly in-hospital mortality (3.6% to 5.2% to 6.4%; P = .352).

CONCLUSION: …

Sars-Cov-2 Variants Offer A Second Chance To Fix Vaccine Inequities, Peter J Hotez

Faculty, Staff and Students Publications

Global COVID-19 vaccine equity remains aspirational for much of the world. But the emergence of rapidly evolving SARS-CoV-2 variants provides new opportunities to correct past public policies, support local vaccine production and combat rising anti-vaccine aggression.

Association Of Glucose-6-Phosphate Dehydrogenase Deficiency With Outcomes In Us Veterans With Covid-19, Sarah H Elsea, Javad Razjouyan, Kyung Min Lee, Julie A Lynch, Sharyl Martini, Lavannya M Pandit

Faculty, Staff and Students Publications

IMPORTANCE: The underlying biological risk factors for severe outcome due to SAR-CoV-2 infection are not well defined.

OBJECTIVE: To determine the association between glucose-6-phosphate dehydrogenase (G6PD) deficiency and severity of COVID-19.

DESIGN, SETTING, AND PARTICIPANTS: This retrospective cohort study included analysis of 24 700 veterans with G6PD enzyme testing prior to January 1, 2020, obtained through the US Veterans Health Administration national databases. These veterans were cross-referenced with the Veterans Administration COVID-19 Shared Data Resource for SARS-CoV-2 testing from February 15, 2020, to January 1, 2021. The final study population consisted of 4811 veterans who tested positive for SARS-CoV-2. Statistical …

2023-02-28_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 …

2023-02-28_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) …

Determinants And Mechanisms Of The Low Fusogenicity And High Dependence On Endosomal Entry Of Omicron Subvariants, Panke Qu, John P Evans, Chaitanya Kurhade, Cong Zeng, Yi-Min Zheng, Kai Xu, Pei-Yong Shi, Xuping Xie, Shan-Lu Liu

Faculty, Staff and Student Publications

The rapid spread and strong immune evasion of the SARS-CoV-2 Omicron subvariants has raised serious concerns for the global COVID-19 pandemic. These new variants exhibit generally reduced fusogenicity and increased endosomal entry pathway utilization compared to the ancestral D614G variant, the underlying mechanisms of which remain elusive. Here, we show that the C-terminal S1 mutations of the BA.1.1 subvariant, H655Y and T547K, critically govern the low fusogenicity of Omicron. Notably, H655Y also dictates the enhanced endosome entry pathway utilization. Mechanistically, T547K and H655Y likely stabilize the spike trimer conformation as suggested by increased molecular interactions in structural modeling and enhanced …

Demographic Data Associated With Digital Inequity Reported In Patient-To-Provider Teledermatology Studies In The United States From 2011 To 2021: Scoping Review, John Miller, Patrick Ioffreda, Shannon Nugent, Elizabeth Jones

Department of Dermatology and Cutaneous Biology Faculty Papers

Background: Patient-to-provider teledermatology relies on a patient’s access to technology to ensure a successful visit. However, access to broadband internet and technology varies across populations in the United States—leading to the digital divide. While teledermatology has been recognized as a model to improve access, little is known about how often demographic data associated with digital inequity are captured in studies. Objective: Given the expansion of teledermatology over the past decade, we sought to determine how often demographic data associated with digital inequity are reported in patient-to-provider teledermatology studies. Methods: A scoping literature review search was conducted using the search term …

Virology Under The Microscope-A Call For Rational Discourse, Felicia Goodrum, Carolina Lopez, Sean Whelan, Et Al.

2020-Current year OA Pubs

Viruses have brought humanity many challenges: respiratory infection, cancer, neurological impairment and immunosuppression to name a few. Virology research over the last 60+ years has responded to reduce this disease burden with vaccines and antivirals. Despite this long history, the COVID-19 pandemic has brought unprecedented attention to the field of virology. Some of this attention is focused on concern about the safe conduct of research with human pathogens. A small but vocal group of individuals has seized upon these concerns - conflating legitimate questions about safely conducting virus-related research with uncertainties over the origins of SARS-CoV-2. The result has fueled …

2023-02-22_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, …

2023-02-21_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 …

2023-02-21_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 Silent Suffering Of Survivors: The Covid-19 Pandemic's Impact On Domestic Violence Resources, Osoniya I. Wodi

XULAneXUS

Increased reports of domestic violence has coincided with the eruptions and growth of the COVID-19 pandemic. Previous research has shown a positive correlation between domestic violence and the occurrence of humanitarian crises. Recently published research about domestic violence police reports in the COVID-19 pandemic has also supported this correlation. We used data from the National Network To End Domestic Violence (NNEDV) to analyze the number of survivors served by domestic violence programs in the United States, type of resources available, and unmet request from 2019-2021, one year pre-pandemic and the first two years of the pandemic. Findings from this study …

2023-02-15_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, …

Covid-19 And Fall Rates In Older Adults: Longitudinal Study On The Impact Of Covid-19 On Geriatric Fall Rates In A Care Facility, Britton Holman

Doctor of Psychology (PsyD)

Falls in the geriatric population are continuing to increase around the world. Along with this, COVID-19 caused significant distress and changes in many older adult populations living in care facilities. Our study used archival data to determine if an association existed between fall rates at a specific care facility before COVID-19, during COVID-19, and during an outbreak of COVID-19 at the facility. An analysis of variance and Bonferroni’s post-hoc analysis was conducted, which found falls tended to be lower during outbreaks at the facility compared to pre-COVID-19 times. Reasons for this finding may be due to restrictions on activities and …

“Tweeting During Emergencies”: The Egyptian Ministry Of Health Twitter Communication Strategy Under The Umbrella Of The Crisis And Emergency Risk Communication Model (Cerc) Case Study: Covid-19 Pandemic, Pakinam Elgohary

Theses and Dissertations

This research investigates using the Crisis and Emergency Risk Communication Model (CERC) for COVID- 19 communication by analyzing the content of Twitter messages posted by the Government of Egypt through the Egyptian Ministry of Health (MOHP). It further examines how official communicators and institutions utilize social media to contact the public during emergencies like the COVID-19 pandemic, highlighting critical strategies of recommendations. Crisis and Emergency Risk Communication (CERC), a five-staged theory, recommends a set of messaging and pertained communication characteristics to implement at each stage of the identified following stages: (1) “Pre-crisis, (2) Initial event, (3) Maintenance, (4) Resolution, and …

2023-02-14_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 …

2023-02-14_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) …

Mrna Vaccine Mitigates Sars-Cov-2 Infections And Covid-19, Christina M. Kackos, Sherri L. Surman, Bart G. Jones, Robert E. Sealy, Trushar Jeevan, Christopher J H Davitt, Sergei Pustylnikov, Tamarand L. Darling, Adrianus C M Boon, Julia L. Hurwitz, Marcelo M. Samsa, Richard J. Webby

2020-Current year OA Pubs

The novel coronavirus, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), was identified in December of 2019 and is responsible for millions of infections and deaths across the globe. Vaccination against SARS-CoV-2 has proven effective to contain the spread of the virus and reduce disease. The production and distribution of these vaccines occurred at a remarkable pace, largely through the employment of the novel mRNA platform. However, interruptions in supply chain and high demand for clinical grade reagents have impeded the manufacture and distribution of mRNA vaccines at a time when accelerated vaccine deployment is crucial. Furthermore, the emergence of SARS-CoV-2 …

Using Digital Technologies To Facilitate Social Inclusion During The Covid-19 Pandemic: Experiences Of Co-Resident And Non-Co-Resident Family Carers Of People With Dementia From Determind-C19, Determind Team, Ben Hicks, Kate Gridley, Josie Dixon, Kate Baxter, Yvonne Birks, Carmen Colclough, Anomita Karim, Rotem Perach, Elen Moseley, Alice Russell, Harsharon K. Sondh, Bryony Storey, Eva Tipping, Riona Mc Ardle, Paul Donaghy, Margaret Dangoor, Eleanor Miles, Louise Robinson, Jennifer Rusted, Harriet Waine, Katherine Wheatley, Sube Banerjee

More Faculty of Health Research

Background: The COVID-19 pandemic triggered rapid and unprecedented changes in the use of digital technologies to support people's social inclusion. We examined whether and how co-resident and non-co-resident family carers of people with dementia engaged with digital technologies during this period. Methods: Throughout November 2020-February 2021, we interviewed 42 family carers of people with dementia from our DETERMIND-C19 cohort. Preliminary analysis was conducted through Framework analysis, followed by an inductive thematic analysis. Findings: Digital technologies served as a Facilitator for social inclusion by enabling carers to counter the effects of the differing restrictions imposed on them so they could remain …

Community Research Fellows Training Program: Evaluation Of A Covid-19-Precipitated Virtual Adaptation, Nicole Ackermann, Sarah Humble, Jacquelyn V Coats, Carlette Lewis Rhone, Craig Schmid, Vetta Sanders Thompson, Kia L Davis

2020-Current year OA Pubs

Community engagement is important for promoting health equity. However, effective community engagement requires trust, collaboration, and the opportunity for all stakeholders to share in decision-making. Community-based training in public health research can build trust and increase community comfort with shared decision-making in academic and community partnerships. The Community Research Fellows Training (CRFT) Program is a community-based training program that promotes the role of underserved populations in research by enhancing participant knowledge and understanding of public health research and other relevant topics in health. This paper describes the process of modifying the original 15-week in-person training program to a 12-week online, …

Digital Citizenship: A Journey To Internet Safety, Lynn Brown

Theses and Dissertations

Students need academic tools and digital skills for proper social interactions in a digital society. Researchers Ribble and Park (2019) designed the S3 Framework which stresses the importance of developing safe, savvy, and social digital citizens. Using this framework, a series of interventions were developed for students and staff to increase the demonstration of appropriate digital literacy skills and digital citizenship. This mixed-methods study provided the opportunity for 6th-grade students to receive an additional intervention for internet safety, along with students and teachers sharing their knowledge and understanding of being safe, savvy, and social digital citizens. The goals of the …

Small Area Forecasting Of Opioid-Related Mortality: Bayesian Spatiotemporal Dynamic Modeling Approach, Cici Bauer, Kehe Zhang, Wenjun Li, Dana Bernson, Olaf Dammann, Marc R Larochelle, Thomas J Stopka

Faculty, Staff and Student Publications

BACKGROUND: Opioid-related overdose mortality has remained at crisis levels across the United States, increasing 5-fold and worsened during the COVID-19 pandemic. The ability to provide forecasts of opioid-related mortality at granular geographical and temporal scales may help guide preemptive public health responses. Current forecasting models focus on prediction on a large geographical scale, such as states or counties, lacking the spatial granularity that local public health officials desire to guide policy decisions and resource allocation.

OBJECTIVE: The overarching objective of our study was to develop Bayesian spatiotemporal dynamic models to predict opioid-related mortality counts and rates at temporally and geographically …

2023-02-08_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, …

Transfusing Convalescent Plasma As Post-Exposure Prophylaxis Against Severe Acute Respiratory Syndrome Coronavirus 2 (Sars-Cov-2) Infection: A Double-Blinded, Phase 2 Randomized, Controlled Trial, Shmuel Shoham, Evan M Bloch, Arturo Casadevall, Daniel Hanley, Bryan Lau, Kelly Gebo, Edward Cachay, Seble G Kassaye, James H Paxton, Jonathan Gerber, Adam C Levine, Arash Naeim, Judith Currier, Bela Patel, Elizabeth S Allen, Shweta Anjan, Lawrence Appel, Sheriza Baksh, Paul W Blair, Anthony Bowen, Patrick Broderick, Christopher A Caputo, Valerie Cluzet, Marie Elena Cordisco, Daniel Cruser, Stephan Ehrhardt, Donald Forthal, Yuriko Fukuta, Amy L Gawad, Thomas Gniadek, Jean Hammel, Moises A Huaman, Douglas A Jabs, Anne Jedlicka, Nicky Karlen, Sabra Klein, Oliver Laeyendecker, Karen Lane, Nichol Mcbee, Barry Meisenberg, Christian Merlo, Giselle Mosnaim, Han-Sol Park, Andrew Pekosz, Joann Petrini, William Rausch, David M Shade, Janna R Shapiro, J Robinson Singleton, Catherine Sutcliffe, David L Thomas, Anusha Yarava, Martin Zand, Jonathan M Zenilman, Aaron A R Tobian, David J Sullivan

Faculty, Staff and Students Publications

BACKGROUND: The efficacy of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) convalescent plasma (CCP) for preventing infection in exposed, uninfected individuals is unknown. CCP might prevent infection when administered before symptoms or laboratory evidence of infection.

METHODS: This double-blinded, phase 2 randomized, controlled trial (RCT) compared the efficacy and safety of prophylactic high titer (≥1:320 by Euroimmun ELISA) CCP with standard plasma. Asymptomatic participants aged ≥18 years with close contact exposure to a person with confirmed coronavirus disease 2019 (COVID-19) in the previous 120 hours and negative SARS-CoV-2 test within 24 hours before transfusion were eligible. The primary outcome was …

2023-02-07_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 …

2023-02-07_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) …

Factors Affecting Knowledge, Attitude, And Practice Of Covid-19: A Study Among Undergraduate University Students In Bangladesh, Mufti Nadimul Quamar Ahmed, Shamim Al Aziz Lalin, Saeed Ahmad

Sociology and Anthropology Student Research

The global expansion of the COVID-19 outbreak is one of the worst disasters the world has faced in recent decades. This study explored various factors of knowledge, attitude, and practice regarding COVID-19 among Bangladeshi undergraduate university students. In addition, we also look at how COVID-19 based knowledge, attitude, and practice influence each other. Using a random sampling technique and a self-administered structured questionnaire survey, this study collected data from 167 private university students in Bangladesh from 1st October to 30th October 2020. Data were analyzed using descriptive statistics (including frequencies, percentages, and means), binary logistic regression, bivariate regression analysis, and …

Uncertaintyfusenet: Robust Uncertainty-Aware Hierarchical Feature Fusion Model With Ensemble Monte Carlo Dropout For Covid-19 Detection, Moloud Abdar, Soorena Salari, Sina Qahremani, Hak-Keung Lam, Fakhreddine (Fakhri) Karray, Sadiq Hussain, Abbas Khosravi, U. Rajendra Acharya, Vladimir Makarenkov, Saeid Nahavandi

Machine Learning Faculty Publications

The COVID-19 (Coronavirus disease 2019) pandemic has become a major global threat to human health and well-being Thus, the development of computer-aided detection (CAD) systems that are capable to accurately distinguish COVID-19 from other diseases using chest computed tomography (CT) and X-ray data is of immediate priority Such automatic systems are usually based on traditional machine learning or deep learning methods Differently from most of existing studies, which used either CT scan or X-ray images in COVID-19-case classification, we present a simple but efficient deep learning feature fusion model, called UncertaintyFuseNet, which is able to classify accurately large datasets of …

2023-02-01_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, …