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COVID-19

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Full-Text Articles in Medicine and Health Sciences

Prison Or Paradise? Perceptions Of Communication Between Cohabitating Couples During Covid-19 Restrictions, Caroline Fenker, Olivia Fisher, Amy Hodel, Clayton Lange, Jory Swider, Jena Thompson Jun 2022

Prison Or Paradise? Perceptions Of Communication Between Cohabitating Couples During Covid-19 Restrictions, Caroline Fenker, Olivia Fisher, Amy Hodel, Clayton Lange, Jory Swider, Jena Thompson

Student Journal of Occupational Therapy

Purpose: Due to the immediacy of the COVID-19 phenomenon, researchers recognized a need to examine the effects of restrictions on communication patterns between committed, cohabiting partners. Prior literature investigated factors contributing to communication satisfaction; however, a substantial gap remains within the occupational therapy (OT) literature. The study explored perceived satisfaction of quantity and quality of communication before and during COVID-19 restrictions between cohabitating, committed partners and its relation to occupation.

Methods: A questionnaire sent via e-mail recruited subjects from an occupational therapy doctorate (OTD) program who self-identified as having quarantined with a committed partner during COVID-19 restrictions. A mixed-methods …


Multilevel Determinants Of Racial/Ethnic Disparities In Severe Maternal Morbidity And Mortality In The Context Of The Covid-19 Pandemic In The Usa: Protocol For A Concurrent Triangulation, Mixed-Methods Study, Jihong Liu, Peiyin Hung Ph.D, Chen Liang Ph.D., Jiajia Zhang Ph.D., Shan Qiao Ph.D., Berry A. Campbell, Bankole Olatosi Ph.D., Myriam E. Torres Ph. D., Neset Hikmet, Xiaoming Li Ph.D. Jun 2022

Multilevel Determinants Of Racial/Ethnic Disparities In Severe Maternal Morbidity And Mortality In The Context Of The Covid-19 Pandemic In The Usa: Protocol For A Concurrent Triangulation, Mixed-Methods Study, Jihong Liu, Peiyin Hung Ph.D, Chen Liang Ph.D., Jiajia Zhang Ph.D., Shan Qiao Ph.D., Berry A. Campbell, Bankole Olatosi Ph.D., Myriam E. Torres Ph. D., Neset Hikmet, Xiaoming Li Ph.D.

Faculty Publications

Introduction The COVID-19 pandemic has affected communities of colour the hardest. Non-Hispanic black and Hispanic pregnant women appear to have disproportionate SARS-CoV-2 infection and death rates.

Methods and analysis We will use the socioecological framework and employ a concurrent triangulation, mixed-methods study design to achieve three specific aims: (1) examine the impacts of the COVID-19 pandemic on racial/ethnic disparities in severe maternal morbidity and mortality (SMMM); (2) explore how social contexts (eg, racial/ethnic residential segregation) have contributed to the widening of racial/ethnic disparities in SMMM during the pandemic and identify distinct mediating pathways through maternity care and mental health; and …


Challenges Created By The Covid-19 Pandemic: Pediatric Emergency Medicine And Disaster Management Perspectives, Thomas E Tanner, Nichole R Davis, Brent D Kaziny, Erin E Endom, Esther M Sampayo Jun 2022

Challenges Created By The Covid-19 Pandemic: Pediatric Emergency Medicine And Disaster Management Perspectives, Thomas E Tanner, Nichole R Davis, Brent D Kaziny, Erin E Endom, Esther M Sampayo

Faculty, Staff and Students Publications

OBJECTIVE: The coronavirus disease (COVID-19) pandemic has presented unique challenges to pediatric emergency medicine (PEM) departments. The purpose of this study was to identify these challenges and ascertain how centers overcame barriers in creating solutions to continue to provide high-quality care and keep their workforce safe during the early pandemic.

METHODS: This is a qualitative study based on semi-structured interviews with physicians in leadership positions who have disaster or emergency management experience. Participants were identified through purposive sampling. Interviews were recorded and transcribed electronically. Themes and codes were extracted from the transcripts by 2 independent coders. Constant comparison analysis was …


2022-06-08_Michiganoverview_Covidstats, Michigan Department Of Health & Human Services Jun 2022

2022-06-08_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 Wednesdays.

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) …


2022-06-08_Michiganoverview_Covidvaccinestats, Michigan Department Of Health & Human Services Jun 2022

2022-06-08_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, …


2022-06-08_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services Jun 2022

2022-06-08_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, …


2022-06-08 Michiganoverview_Covidbedppe, Michigan Department Of Health & Human Services Jun 2022

2022-06-08 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.


2022-06-07_Michiganoverview_Covidlongtermcare, Michigan Department Of Health & Human Services Jun 2022

2022-06-07_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 …


Clinical Trial Innovations In A Post-Covid World, Francisco A. Ponce, Ludy Chen Shih, Michael Staudt Jun 2022

Clinical Trial Innovations In A Post-Covid World, Francisco A. Ponce, Ludy Chen Shih, Michael Staudt

Conference Presentation Abstracts

No abstract provided.


Effect Of Awake Prone Positioning On Endotracheal Intubation In Patients With Covid-19 And Acute Respiratory Failure: A Randomized Clinical Trial, Waleed Alhazzani, Ken Kuljit S Parhar, Jason Weatherald, Zainab Al Duhailib, Mohammed Alshahrani, Abdulrahman Al-Fares, Sarah Buabbas, Sujith V Cherian, Laveena Munshi, Eddy Fan, Fahad Al-Hameed, Jamal Chalabi, Amera A Rahmatullah, Erick Duan, Jennifer L Y Tsang, Kimberley Lewis, François Lauzier, John Centofanti, Bram Rochwerg, Sarah Culgin, Katlynne Nelson, Sheryl Ann Abdukahil, Kirsten M Fiest, Henry T Stelfox, Haytham Tlayjeh, Maureen O Meade, Dan Perri, Kevin Solverson, Daniel J Niven, Rachel Lim, Morten Hylander Møller, Emilie Belley-Cote, Lehana Thabane, Hani Tamim, Deborah J Cook, Yaseen M Arabi, Covi-Prone Trial Investigators And The Saudi Critical Care Trials Group Jun 2022

Effect Of Awake Prone Positioning On Endotracheal Intubation In Patients With Covid-19 And Acute Respiratory Failure: A Randomized Clinical Trial, Waleed Alhazzani, Ken Kuljit S Parhar, Jason Weatherald, Zainab Al Duhailib, Mohammed Alshahrani, Abdulrahman Al-Fares, Sarah Buabbas, Sujith V Cherian, Laveena Munshi, Eddy Fan, Fahad Al-Hameed, Jamal Chalabi, Amera A Rahmatullah, Erick Duan, Jennifer L Y Tsang, Kimberley Lewis, François Lauzier, John Centofanti, Bram Rochwerg, Sarah Culgin, Katlynne Nelson, Sheryl Ann Abdukahil, Kirsten M Fiest, Henry T Stelfox, Haytham Tlayjeh, Maureen O Meade, Dan Perri, Kevin Solverson, Daniel J Niven, Rachel Lim, Morten Hylander Møller, Emilie Belley-Cote, Lehana Thabane, Hani Tamim, Deborah J Cook, Yaseen M Arabi, Covi-Prone Trial Investigators And The Saudi Critical Care Trials Group

Faculty, Staff and Student Publications

Importance: The efficacy and safety of prone positioning is unclear in nonintubated patients with acute hypoxemia and COVID-19.

Objective: To evaluate the efficacy and adverse events of prone positioning in nonintubated adult patients with acute hypoxemia and COVID-19.

Design, setting, and participants: Pragmatic, unblinded randomized clinical trial conducted at 21 hospitals in Canada, Kuwait, Saudi Arabia, and the US. Eligible adult patients with COVID-19 were not intubated and required oxygen (≥40%) or noninvasive ventilation. A total of 400 patients were enrolled between May 19, 2020, and May 18, 2021, and final follow-up was completed in July 2021.

Intervention: Patients were …


2022-06-06 Michiganoverview_Covidbedppe, Michigan Department Of Health & Human Services Jun 2022

2022-06-06 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.


Unpacking Misinfodemic During A Global Health Crisis: A Qualitative Inquiry Of Psychosocial Characteristics In Social Media Interactions, Sofia M Olivares, Sahiti Myneni Jun 2022

Unpacking Misinfodemic During A Global Health Crisis: A Qualitative Inquiry Of Psychosocial Characteristics In Social Media Interactions, Sofia M Olivares, Sahiti Myneni

Faculty, Staff and Student Publications

The pervasiveness of health information in social media has led to a modern misinformation crisis, also known as a misinfodemic. Misinfodemics have upended public health activities as clearly evident during the COVID-19 pandemic. The objective of this study is to characterize social media content and information sources using theory-driven health behavior and psychology constructs to better understand the motifs of misinformation and their role in the dissemination of health (mis)information in Twitter posts. We analyzed 1,400 randomly selected tweets related to COVID-19 to ascertain four important variables, what is the tweet about (content), how is it structured (linguistic features), who …


Latent Linguistic Motifs In Social Media Postings Resisting Covid-19 Misinformation, Tavleen Singh, Sofia Olivares, Sahiti Myneni Jun 2022

Latent Linguistic Motifs In Social Media Postings Resisting Covid-19 Misinformation, Tavleen Singh, Sofia Olivares, Sahiti Myneni

Faculty, Staff and Student Publications

Social media has become a predominant source of information for many health care consumers. However, false and misleading information is a pervasive problem in this context. Specifically, health-related misinformation has become a significant public health challenge, impeding the effectiveness of public health awareness campaigns and resulting in suboptimal responsiveness to the communication of legitimate risk-related information. Little is known about the mechanisms driving the seeding and spreading of such information. In this paper, we specifically examine COVID-19 tweets which attempt to correct misinformation. We employ a mixed-methods approach comprising qualitative coding, deep learning classification, and computerized text analysis to understand …


2022-06-03 Michiganoverview_Covidbedppe, Michigan Department Of Health & Human Services Jun 2022

2022-06-03 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.


2022-06-02_Michiganoverview_Misc, Michigan Department Of Health & Human Services Jun 2022

2022-06-02_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, …


2022-06-01 Michiganoverview_Covidbedppe, Michigan Department Of Health & Human Services Jun 2022

2022-06-01 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.


2022-06-01_Michiganoverview_Covidstats, Michigan Department Of Health & Human Services Jun 2022

2022-06-01_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 Wednesdays.

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) …


Analysis Of Blood Type For Sars-Cov-2 And Correlation For Disease Acquisition In Various Sociodemographic Groups Including Women Of Childbearing Age., Maria L. Vacca, Nikunj Vyas, Joshua Banks, Elaine Joyce, Cindy Hou, Benjamin E. Leiby, Stefanie Deangelo, Todd P. Levin, Autum Shingler-Nace, Marilyn Mapp, Ashlee Hiester, Jonathan H. Coughenour Jun 2022

Analysis Of Blood Type For Sars-Cov-2 And Correlation For Disease Acquisition In Various Sociodemographic Groups Including Women Of Childbearing Age., Maria L. Vacca, Nikunj Vyas, Joshua Banks, Elaine Joyce, Cindy Hou, Benjamin E. Leiby, Stefanie Deangelo, Todd P. Levin, Autum Shingler-Nace, Marilyn Mapp, Ashlee Hiester, Jonathan H. Coughenour

Division of Infectious Diseases and Environmental Medicine Faculty Papers

BACKGROUND: Multiple studies have occurred to determine if a patient's blood type, Rhesus factor (Rh), and sociodemographic attributes contribute to contracting SARS-CoV-2. True association remains unknown.

METHODS: Inclusion criteria included in-patients who were tested for SARS-CoV-2 with blood type assessed. Study endpoints combined ABO, Rh and all-cause inpatient mortality (ACIM) with testing positivity. Pregnancy status was one of several secondary endpoints evaluated. A logistic regression analysis was used to estimate association.

RESULTS: Of the 27,662 patients who met inclusion criteria, Type A blood was associated with increased positivity [1.01 (1.0-1.21), P = .03]. Type B [1.10 (0.99-1.23), P = .08] …


2022-06-01_Michiganoverview_Covidvaccinestats, Michigan Department Of Health & Human Services Jun 2022

2022-06-01_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, …


The Impact Of Surgical Delay On Resectability Of Colorectal Cancer: An International Prospective Cohort Study, Covidsurg Collaborative Jun 2022

The Impact Of Surgical Delay On Resectability Of Colorectal Cancer: An International Prospective Cohort Study, Covidsurg Collaborative

Department of Surgery Faculty Publications

Aim: The SARS-CoV-2 pandemic has provided a unique opportunity to explore the impact of surgical delays on cancer resectability. This study aimed to compare resectability for colorectal cancer patients undergoing delayed versus non-delayed surgery. Methods: This was an international prospective cohort study of consecutive colorectal cancer patients with a decision for curative surgery (January-April 2020). Surgical delay was defined as an operation taking place more than 4 weeks after treatment decision, in a patient who did not receive neoadjuvant therapy. A subgroup analysis explored the effects of delay in elective patients only. The impact of longer delays was explored in …


The Psychological Toll Of Covid-19 Pandemic On Private Practice Midwives In Indonesia And Its Relation With Perceived Knowledge And Individual Adaptability, Amelia Citra Kirana, Gracia Ivonika, Dewa Ayu Mirah Ardrini, Maria Stephani Dwitya, Ratih Ibrahim, Ray Wagiu Basrowi Jun 2022

The Psychological Toll Of Covid-19 Pandemic On Private Practice Midwives In Indonesia And Its Relation With Perceived Knowledge And Individual Adaptability, Amelia Citra Kirana, Gracia Ivonika, Dewa Ayu Mirah Ardrini, Maria Stephani Dwitya, Ratih Ibrahim, Ray Wagiu Basrowi

Journal of Asian Midwives (JAM)

COVID-19 had serious impacts on the lives and health of people across the globe. Due to the high-risk nature of their work midwives frequently report personal/professional adverse psychological impacts. However, there is a lack of studies examining the psychological impacts of the COVID-19 pandemic on private practice midwives in Indonesia and beyond. This study examines the psychological impacts of the pandemic on private practice midwives in Indonesia, as well as its association with individual adaptability and perceived knowledge about COVID-19. A total of 423 private practice midwives, who were active practitioners during the pandemic, completed an online survey, comprising five …


Early Th2 Inflammation In The Upper Respiratory Mucosa As A Predictor Of Severe Covid-19 And Modulation By Early Treatment With Inhaled Corticosteroids: A Mechanistic Analysis, Jonathan R. Baker, Mahdi Mahdi, Dan V. Nicolau, Sanjay Ramakrishnan, Peter J. Barnes, Jodie L. Simpson, Steven P. Cass, Richard E. K. Russell, Louise E. Donnelly, Mona Bafadhel Jun 2022

Early Th2 Inflammation In The Upper Respiratory Mucosa As A Predictor Of Severe Covid-19 And Modulation By Early Treatment With Inhaled Corticosteroids: A Mechanistic Analysis, Jonathan R. Baker, Mahdi Mahdi, Dan V. Nicolau, Sanjay Ramakrishnan, Peter J. Barnes, Jodie L. Simpson, Steven P. Cass, Richard E. K. Russell, Louise E. Donnelly, Mona Bafadhel

Research outputs 2022 to 2026

Background: Community-based clinical trials of the inhaled corticosteroid budesonide in early COVID-19 have shown improved patient outcomes. We aimed to understand the inflammatory mechanism of budesonide in the treatment of early COVID-19. Methods: The STOIC trial was a randomised, open label, parallel group, phase 2 clinical intervention trial where patients were randomly assigned (1:1) to receive usual care (as needed antipyretics were only available treatment) or inhaled budesonide at a dose of 800 μg twice a day plus usual care. For this experimental analysis, we investigated the nasal mucosal inflammatory response in patients recruited to the STOIC trial and in …


Rationale Of Using The Dual Chemokine Receptor Ccr2/Ccr5 Inhibitor Cenicriviroc For The Treatment Of Covid-19, Daniel Clark Files, Frank Tacke, Alexandra O'Sullivan, Patrick Dorr, William G. Ferguson, William G. Powderly Jun 2022

Rationale Of Using The Dual Chemokine Receptor Ccr2/Ccr5 Inhibitor Cenicriviroc For The Treatment Of Covid-19, Daniel Clark Files, Frank Tacke, Alexandra O'Sullivan, Patrick Dorr, William G. Ferguson, William G. Powderly

2020-Current year OA Pubs

Coronavirus Disease 2019 (COVID-19), caused by Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2), has created a global pandemic infecting over 230 million people and costing millions of lives. Therapies to attenuate severe disease are desperately needed. Cenicriviroc (CVC), a C-C chemokine receptor type 5 (CCR5) and C-C chemokine receptor type 2 (CCR2) antagonist, an agent previously studied in advanced clinical trials for patients with HIV or nonalcoholic steatohepatitis (NASH), may have the potential to reduce respiratory and cardiovascular organ failures related to COVID-19. Inhibiting the CCR2 and CCR5 pathways could attenuate or prevent inflammation or fibrosis in both early and …


Recurrent Neural Network Models (Covrnn) For Predicting Outcomes Of Patients With Covid-19 On Admission To Hospital: Model Development And Validation Using Electronic Health Record Data, Laila Rasmy, Masayuki Nigo, Bijun Sai Kannadath, Ziqian Xie, Bingyu Mao, Khush Patel, Yujia Zhou, Wanheng Zhang, Angela Ross, Hua Xu, Degui Zhi Jun 2022

Recurrent Neural Network Models (Covrnn) For Predicting Outcomes Of Patients With Covid-19 On Admission To Hospital: Model Development And Validation Using Electronic Health Record Data, Laila Rasmy, Masayuki Nigo, Bijun Sai Kannadath, Ziqian Xie, Bingyu Mao, Khush Patel, Yujia Zhou, Wanheng Zhang, Angela Ross, Hua Xu, Degui Zhi

Faculty, Staff and Student Publications

BACKGROUND: Predicting outcomes of patients with COVID-19 at an early stage is crucial for optimised clinical care and resource management, especially during a pandemic. Although multiple machine learning models have been proposed to address this issue, because of their requirements for extensive data preprocessing and feature engineering, they have not been validated or implemented outside of their original study site. Therefore, we aimed to develop accurate and transferrable predictive models of outcomes on hospital admission for patients with COVID-19.

METHODS: In this study, we developed recurrent neural network-based models (CovRNN) to predict the outcomes of patients with COVID-19 by use …


A Multi-Task Gaussian Process Self-Attention Neural Network For Real-Time Prediction Of The Need For Mechanical Ventilators In Covid-19 Patients, Kai Zhang, Siddharth Karanth, Bela Patel, Robert Murphy, Xiaoqian Jiang Jun 2022

A Multi-Task Gaussian Process Self-Attention Neural Network For Real-Time Prediction Of The Need For Mechanical Ventilators In Covid-19 Patients, Kai Zhang, Siddharth Karanth, Bela Patel, Robert Murphy, Xiaoqian Jiang

Faculty, Staff and Student Publications

OBJECTIVE: The Coronavirus Disease 2019 (COVID-19) pandemic has overwhelmed the capacity of healthcare resources and posed a challenge for worldwide hospitals. The ability to distinguish potentially deteriorating patients from the rest helps facilitate reasonable allocation of medical resources, such as ventilators, hospital beds, and human resources. The real-time accurate prediction of a patient's risk scores could also help physicians to provide earlier respiratory support for the patient and reduce the risk of mortality.

METHODS: We propose a robust real-time prediction model for the in-hospital COVID-19 patients' probability of requiring mechanical ventilation (MV). The end-to-end neural network model incorporates the Multi-task …


Social Worker Student’S Anxiety, And Alcohol Consumption During The Covid-19 Pandemic, David Adler Jun 2022

Social Worker Student’S Anxiety, And Alcohol Consumption During The Covid-19 Pandemic, David Adler

Electronic Theses, Projects, and Dissertations

The COVID-19 pandemic has been extremely impactful on a vast majority of the population, either from losing a possible loved one, or the pandemonium that arose in its wake. The purpose of this study is to better understand how much of an impact the COVID-19 pandemic has had on social worker students’ mental health, specifically, how it has affected their levels of stress, anxiety, and levels of alcohol consumption. This study is significant because the pandemic has had a substantial impact on the mental health of so many individuals, and it is important to research just how large these effects …


Knowledge, Attitudes, And Preparedness For Managing Pregnant And Postpartum Women With Covid-19 Among Nurse-Midwives In Kenya, Rose Maina, Rachel Kimani, James Orwa, Bernard Mutwiri, Carolyne K. Nyariki, Sheila Shaibu, Valerie Fleming Jun 2022

Knowledge, Attitudes, And Preparedness For Managing Pregnant And Postpartum Women With Covid-19 Among Nurse-Midwives In Kenya, Rose Maina, Rachel Kimani, James Orwa, Bernard Mutwiri, Carolyne K. Nyariki, Sheila Shaibu, Valerie Fleming

School of Nursing & Midwifery, East Africa

Introduction: Globally, maternal morbidity and mortality have increased during the COVID-19 pandemic. Given the high burden of maternal and neonatal mortality in Kenya prior to COVID-19, front line health workers, including nurse-midwives, must be competent to ensure continued quality maternal services. Knowledge and awareness of COVID-19 transmission influence nurse-midwives risk perception and ability to implement prevention strategies.

Objective: We examined nurse-midwives’ knowledge, attitudes, and preparedness in managing pregnant and postpartum women with COVID-19 in Kenya.

Methods: A cross-sectional online survey was conducted among 118 nurse-midwives between July 2020 and November 2020. A 31-item survey comprising 15 knowledge, …


Protocol For A Sequential, Prospective Meta-Analysis To Describe Coronavirus Disease 2019 (Covid-19) In The Pregnancy And Postpartum Periods, Emily R. Smith, Erin Oakley, Siran He, Rebecca Zavala, Kacey Ferguson, Gargi Wable Grandner, Ibukun-Oluwa Omolade Abejirinde, Yalda Afshar, Homa Ahmadzia, Marleen Temmerman Jun 2022

Protocol For A Sequential, Prospective Meta-Analysis To Describe Coronavirus Disease 2019 (Covid-19) In The Pregnancy And Postpartum Periods, Emily R. Smith, Erin Oakley, Siran He, Rebecca Zavala, Kacey Ferguson, Gargi Wable Grandner, Ibukun-Oluwa Omolade Abejirinde, Yalda Afshar, Homa Ahmadzia, Marleen Temmerman

Obstetrics and Gynaecology, East Africa

We urgently need answers to basic epidemiological questions regarding SARS-CoV-2 infection in pregnant and postpartum women and its effect on their newborns. While many national registries, health facilities, and research groups are collecting relevant data, we need a collaborative and methodologically rigorous approach to better combine these data and address knowledge gaps, especially those related to rare outcomes. We propose that using a sequential, prospective meta-analysis (PMA) is the best approach to generate data for policy- and practice-oriented guidelines. As the pandemic evolves, additional studies identified retrospectively by the steering committee or through living systematic reviews will be invited to …


On The Front Lines Of The Covid-19 Pandemic: Occupational Experiences Of The Intimate Partner Violence And Sexual Assault Workforce, Leila Wood, Rachel Voth Schrag, Elizabeth Baumler, Dixie Hairston, Shannon Guillot-Wright, Elizabeth Torres, Jeff R Temple Jun 2022

On The Front Lines Of The Covid-19 Pandemic: Occupational Experiences Of The Intimate Partner Violence And Sexual Assault Workforce, Leila Wood, Rachel Voth Schrag, Elizabeth Baumler, Dixie Hairston, Shannon Guillot-Wright, Elizabeth Torres, Jeff R Temple

Faculty, Staff and Student Publications

In the face of increasing risk for intimate partner violence (IPV) and sexual assault during the COVID-19 pandemic, there is an urgent need to understand the experiences of the workforce providing support to survivors, as well as the evolving service delivery methods, shifting safety planning approaches, and occupational stress of frontline workers. We addressed this gap by conducting an online survey of members of IPV and sexual assault workforce using a broad, web-based recruitment strategy. In total, 352 staff from 24 states participated. We collaborated with practitioner networks and anti-violence coalitions to develop the brief survey, which included questions about …


Communicative Strategies For Building Public Confidence In Data Governance: Analyzing Singapore's Covid-19 Contact-Tracing Initiatives, Gordon Kuo Siong Tan, Sun Sun Lim Jun 2022

Communicative Strategies For Building Public Confidence In Data Governance: Analyzing Singapore's Covid-19 Contact-Tracing Initiatives, Gordon Kuo Siong Tan, Sun Sun Lim

Research Collection College of Integrative Studies

Effective social data governance rests on a bedrock of social support. Without securing trust from the populace whose information is being collected, analyzed, and deployed, policies on which such data are based will be undermined by a lack of public confidence. The COVID-19 pandemic has accelerated digitalization and datafication by governments for the purposes of contact tracing and epidemiological investigation. However, concerns about surveillance and data privacy have stunted the adoption of such contact-tracing initiatives. This commentary analyzes Singapore's contact-tracing initiative to uncover the reasons for public resistance and efforts by the state to address them. The government's contact-tracing program …