Digital Commons Network^™

Exploring The Potential Of Artificial Intelligence And Machine Learning To Combat Covid-19 And Existing Opportunities For Lmic: A Scoping Review, Maleeha Naseem, Ramsha Akhund, Hajra Arshad, Muhammad Talal Ibrahim

Community Health Sciences

Background: In the face of the current time-sensitive COVID-19 pandemic, the limited capacity of healthcare systems resulted in an emerging need to develop newer methods to control the spread of the pandemic. Artificial Intelligence (AI), and Machine Learning (ML) have a vast potential to exponentially optimize health care research. The use of AI-driven tools in LMIC can help in eradicating health inequalities and decrease the burden on health systems.
Methods: The literature search for this Scoping review was conducted through the PubMed database using keywords: COVID-19, Artificial Intelligence (AI), Machine Learning (ML), and Low Middle-Income Countries (LMIC). Forty-three articles were …

Recovering From Covid-19 Building Closures: Guidance Document, David Krause, Cheri Marcham, John Springston, Alex Lebeau, Robert Rottersman, Timothy Froehlig, Bart Ashley

Publications

While the country comes to terms with the inevitable impact that SARS-CoV-2, the virus that causes COVID-19, will have on our lives and communities, public health authorities remain focused on breaking the chain of transmission. Managing the risk has resulted in widespread closures of businesses, schools, universities, resorts, and other facilities deemed “non-essential.” Practically speaking, this means closing buildings and ceasing operations. For building owners and operators, this poses a significant challenge to protect their assets and to ensure they are ready to reoccupy once the pandemic subsides.

The Immigrant Population Amid Covid-19 Pandemic Crisis: A Compiled Project For Nurs 518, Maureen S. Reyes

Population Health

Immigrants has been part of the United States (US) historical society ever since this country has long been discovered. They say that this nation is built by immigrants. Some people would strongly disagree; but to be fair that is a reality. The American economy has long thrive and sustained, and has been strengthened by the contributions made by immigrants. Immigrants come from a variety of cultural and ethnic backgrounds; each with their own stories to tell and traditions to share.

The COVID-19 pandemic has made an impact on the socioeconomic and health care inequities of vulnerable and undeserved communities in …

Recapitulating The Bayesian Framework For Neurosurgical Outpatient Care And A Cost-Benefit Analysis Of Telemedicine For Socioeconomically Disadvantaged Patients In The Philippines During The Pandemic, Kevin Paul Ferraris, Jared Paul Golidtum, Brian Karlo W. Zuñiga, Maria C G Bautista, Jose Carlos Alcazaren, Kenny Seng, Joseph Erroll Navarro

Graduate School of Business Publications

Objective: In the Philippines during recent months, a neurosurgical center that caters primarily to socioeconomically disadvantaged patients has encountered unprecedented changes in practice patterns brought about by the COVID-19 pandemic. In particular, the usual task of outpatient care has shifted to the telemedicine format, bringing along all of its attendant advantages and gargantuan challenges. The authors sought to determine the responsiveness of this telemedicine setup to the needs of their disadvantaged patients and explored the application of Bayesian inference to enhance the use of teleconsultation in daily clinical decision-making. Methods: The authors used the following methods to assess the telemedicine …

Pandemia Y Derecho Internacional, Claudio Grossman

Contributions to Books

La pandemia actual ha cobrado un tremendo precio a la humanidad. A la fecha, más de un millón de personas han fallecido, varios millones han sido infectadas y no se vislumbra un final para las trágicas consecuencias que la COVID-19 ha infligido a las personas. La pandemia ha afectado a todas las naciones, debido a las interconexiones en numerosos campos, incluido el comercio, las inversiones y el turismo, que, como resultado de la globalización, han multiplicado los contactos entre las personas. No obstante, la pandemia ha demostrado también que las poblaciones más vulnerables son las que más sufren. Los países …

The Virocene Epoch: The Vulnerability Nexus Of Viruses, Capitalism And Racism, Jude Fernando

Sustainability and Social Justice

COVID-19 has ushered in a new planetary epoch—the Virocene. In doing so, it has laid bare the limits of humanity’s power over nature, exposing the vulnerability of ‘normal’ ways of living and their moral and pragmatic bankruptcy in coping with those vulnerabilities. ‘Normal’ is powerless against the virus and has not worked for a majority of the world’s human and non-human population. Whatever new normal humanity fashions depends on the socio-ecological change set in motion by mutations between human and non-human species. The outcomes of society’s responses to the pandemic depend on how human agency, as an embodiment of social, …

How Well Does Societal Mobility Restriction Help Control The Covid-19 Pandemic? Evidence From Real-Time Evaluation, Juhwan Oh, Hwa-Young Lee, Khuong Quynh Long, Jeffrey F. Markuns, Chris Bullen, Osvaldo Enrique Artaza Barrios, Seung-Sik Hwang, Young Sahng Seo, Judith Mccool, S. Patrick Kachur, Chang-Chung Chan, Soonman Kwon, Naoki Kondo, Hoang Van Minh, J. Robin Moon, Mikael Rostila, Ole F. Norheim, Myoungsoon You, Mellissa Withers, Mu Lil, Eun-Jeung Lee, Caroline Benski, Soo Kyung Park, Eun-Woo Nam, Katie Gottschalk, Matthew M. Kavanagh, Jong-Koo Lee, Martin Mckee, S. V. Subramanian, Lawrence O. Gostin

Georgetown Law Faculty Publications and Other Works

One of the most widely implemented policy response to the novel coronavirus (SARS-CoV-2) pandemic has been the imposition of restrictions on mobility (1). These restrictions have included both incentives, encouraging working from home, supported by a wide range of online activities such as meetings, lessons, and shopping, and sanctions, such as stay at home orders, restrictions on travel, and closure of shops, offices, and public transport (2-5). The measures constitute a major component of efforts to control the COVID-19 pandemic. Compared to previous epidemic responses, they are unprecedented in both scale and scope (6).

The rationale underpinning these public health …

Public Health Law Tools: A Brief Guide, Kristen Underhill

Faculty Scholarship

The COVID-19 pandemic offers a threat with few precedents in modern times and tests the tools of modern surveillance and public health law. The goal of this chapter is to provide a brief overview of the types of measures that state and federal governments can invoke to treat and prevent the spread of infectious disease. The following sections will provide an orientation to domestic public health law followed by the types of measures available to state and federal public health authorities.

Although this chapter does not consider international institutions, treaties, or norms that affect public health, these are also essential …

Linked Fate: Justice And The Criminal Legal System During The Covid-19 Pandemic, Susan P. Sturm, Faiz Pirani, Hyun Kim, Natalie Behr, Zachary D. Hardwick

Faculty Scholarship

The concept of “linked fate” has taken on new meaning in the face of the COVID-19 pandemic. People all over the world – from every walk of life, spanning class, race, gender, and nationality – face a potentially deadly threat requiring cooperation and sacrifice. The plight of the most vulnerable among us affects the capacity of the larger community to cope with, recover, and learn from COVID-19’s devastating impact. COVID-19 makes visible and urgent the need to embrace our linked fate, “develop a sense of commonality and shared circumstances,” and unstick dysfunctional and inequitable political and legal systems.

Nowhere is …

Unf Covid-19 Education Program, Center For Professional Development And Training

UNF COVID-19 Response

No abstract provided.

Covid-19-Related Anxiety In People Living With Hiv: An Online Cross-Sectional Study, Özlem Kuman Tunçel, Hüsnü Pullukçu, Hüseyi̇n Aytaç Erdem, Behi̇ce Kurtaran, Seli̇n Ece Taşbakan, Meltem Taşbakan

Turkish Journal of Medical Sciences

Background/aim: The emergence of the coronavirus disease 2019 (COVID-19) outbreak has had an enormous emotional impact on some vulnerable groups, such as people living with human immunodeficiency virus (HIV) (PLHIV). This study was planned with the aim of assessing the anxiety levels of PLHIV and the sources of their anxiety. Materials and methods: A web-based questionnaire was sent to PLHIV using the virtual snowball sampling method. The questionnaire included questions about sociodemographic status, information about HIV infection, and the Beck Anxiety Inventory (BAI). Additionally, some opinions of the participants about COVID-19 were asked. Results: A total of 307 respondents, with …

Understanding Dynamics Of Pandemics, Levent Akin, Mustafa Gökhan Gözel

Turkish Journal of Medical Sciences

Along the centuries, novel strain of virus such as influenza produces pandemics which increase illness, death and disruption in the countries. Spanish flu in 1918, Asian flu in 1957, Hong Kong flu in 1968 and swine flu in 2009 were known pandemic which had various characteristics in terms of morbidity and mortality. A current pandemic is caused by novel corona virus originated from China. COVID-19 pandemic is very similar to Spanish, Hong Kong, Asian and swine influenza pandemics in terms of spreading to world by the mobilized people. Burden of pandemic is considered in terms of disease transmissibility and the …

Global Surveillance, Travel, And Trade During A Pandemic, Ceren Çeti̇n, Ateş Kara

Turkish Journal of Medical Sciences

Pandemics have had very important consequences in human history. Lots of people lost their lives and countries have been intensively affected in terms of socioeconomic problems. Unfortunately, avoidance of pandemics and limiting the spread are still currently not always possible. Maybe the most important factor for this is the increasing frequency of traveling. Increasing airline traveling rate also increases the rate of spread. Global organizations like the World Health Organization and United Nations are trying to play a supreme role over the countries. Pandemics do not have borders; therefore, efforts should be given globally, definition of pandemic should be established …

Mapping Misinformation In The Coronavirus Outbreak, Ana Santos Rutschman

All Faculty Scholarship

The coronavirus outbreak has sent ripples of fear and confusion across the world. These sentiments—and our collective responses to the outbreak—are made worse by rampant misinformation surrounding the new strain of the virus, COVID-2019. In this post, I survey some of the most pervasive areas of tentacular coronavirus-related misinformation that has proliferated online -- as well as the responses of social media companies like YouTube, Facebook, Pinterest and TikTok that may ultimately prove inadequate given the magnitude of the problem.

Role Of Library Professionals In Satisfying User Needs During Pandemic Phase, Sumaira Baba, Sofi Gh.Mohiuddin Jeelani, Dr Shabir Ahmed Ganaie

Library Philosophy and Practice (e-journal)

Libraries are considered as treasures of knowledge providing access to huge variety of materials (books, journals, manuscripts, audio/visual etc.) with the help of institutions to which these (libraries) are associated. But, the preservation of such knowledge (material) is also of prime importance in order to make these resources (material) available for information seekers. In this whole process of collection, storage as well as dissemination of (knowledge), library professionals (librarians) has a great role to play. Which cannot be separated at any cost. Even at the time of pandemic, their (library professionals) role need to be very much vibrant to benefit …

The Problem With Relying On Profit-Driven Models To Produce Pandemic Drugs, Ana Santos Rutschman

All Faculty Scholarship

The longstanding problems of relying on a market response to a pandemic are becoming readily apparent in the United States, which has quickly become the epicenter of the COVID-19 outbreak. The problems are particularly pronounced in pharmaceutical markets, where we are pinning our hopes for both cures and vaccines. In previous work we have shown how characteristics of healthcare markets in the United States create a divergence between the private incentives of for-profit companies and public health needs, leading to sub-optimal health outcomes in what is a uniquely market-driven healthcare system. In this Essay, written as the COVID-19 pandemic unfolds, …

The Reemergence Of Vaccine Nationalism, Ana Santos Rutschman

All Faculty Scholarship

This short essay explores the reemergence of vaccine nationalism during the COVID-19 pandemic. The essay traces the pre-COVID origins of vaccine nationalism and explains how it can have detrimental effects on equitable access to newly developed vaccines.

Substance Use Disorder, Discrimination, And The Cares Act: Using Disability Law To Strengthen New Protections, Kelly K. Dineen, Elizabeth Pendo

All Faculty Scholarship

The COVID-19 pandemic is having devastating consequences for people with substance use disorders (SUD). SUD is a chronic health condition—like people with other chronic health conditions, people with SUD experience periods of remission and periods of exacerbation and relapse. Unlike people with most other chronic conditions, people with SUD who experience a relapse may face criminal charges and incarceration. They are chronically disadvantaged by pervasive social stigma, discrimination, and structural inequities. People with SUD are also at higher risk for both contracting the SARS-CoV-19 virus and experiencing poorer outcomes. Meanwhile, there are early indications that pandemic conditions have led to …

Comments On The Preliminary Framework For Equitable Allocation Of Covid-19 Vaccine, Ana Santos Rutschman, Julia Barnes-Weise, Robert Gatter, Timothy L. Wiemken

All Faculty Scholarship

On September 1, 2020 the National Academies released a draft framework for Equitable Allocation of a COVID-19 Vaccine. In this response, we analyze the proposed framework and highlight several areas.

Among the proposed changes, we highlight the need for the following interventions. The final framework for distribution of COVID-19 vaccines should give a higher priority to populations made most vulnerable by the social determinants of health. It should incorporate more geography-based approaches in at least some of the four proposed phases of vaccine distribution. It should address the possibility of a vaccine being made available through an emergency use authorization …

Reviving Focused Scrutiny In The Constitutional Review Of Public Health Measures, Robert Gatter

All Faculty Scholarship

This article re-examines the "focused scrutiny" standard proposed by Prof. Scott Burris in 1989 and argues for its application particularly during an infectious disease emergency such as the COVID-19 pandemic. Focused scrutiny seeks to tie judicial review of the constitutionality of public health measures closely to the facts of the particular disease and to evidence of the efficacy of each governmental action to prevent the spread of that disease, even when courts adopt rational basis testing.

Protecting The Rights Of People With Disabilities, Elizabeth Pendo

All Faculty Scholarship

One in four Americans — a diverse group of 61 million people — experience some form of disability (Okoro, 2018). On average, people with disabilities experience significant disparities in education, employment, poverty, access to health care, food security, housing, transportation, and exposure to crime and domestic violence (Pendo & Iezzoni, 2019). Intersections with demographic characteristics such as race, ethnicity, gender, and LGBT status, may intensify certain inequities. For example, women with disability experience greater disparities in income, education, and employment (Nosek, 2016), and members of under-served racial and ethnic groups with disabilities experience greater disparities in health status and access …

Center For Progressive Reform Report: Protecting Workers In A Pandemic--What The Federal Government Should Be Doing, Thomas Mcgarity, Michael C. Duff, Sidney A. Shapiro

All Faculty Scholarship

The "re-opening" of the American economy while the coronavirus that causes COVID-19 is still circulating puts workers at heightened risk of contracting the deadly virus. In some blue-collar industries, the risk is particularly acute because of the inherent nature of the work itself and of the workplaces in which it is conducted. And the risk, for a variety of reasons, falls disproportionately on people of color and low-income workers. With governors stay-at-home orders and other pandemic safety restrictions, Center for Progressive Reform Member Scholars Thomas McGarity, Michael Duff, and Sidney Shapiro examine the federal government's many missed opportunities to stem …

Reverse Zoonosis Of Pandemic A(H1n1)Pdm09 Influenza Viruses At The Swine/Human Interface, Daniel Gene Darnell

Theses and Dissertations (ETD)

The 2009 pandemic influenza A(H1N1)pdm09 virus emerged from the swine population. Despite frequent zoonotic events, swine influenza viruses had not become established in humans previously and little is known about host-barriers which prevent swine influenza viruses from efficiently infecting humans. Thus, the emergence of the H1N1pdm09 viruses in humans and the subsequent reverse zoonoses back to swine offered an extremely valuable opportunity to expand current knowledge. We used our active swine farm surveillance platform in combination with viruses from the USDA surveillance program to look for evidence of interspecies transmission of H1N1pdm09 viruses in the US. We found phylogenetic evidence …

100 Years Later: An Analysis Into Factors That Affected Mortality During The 1918 Spanish Flu Pandemic, Austin Haack

Honors Thesis

The 1918 Influenza Pandemic moved around the world in three waves, infecting up to 500 million people and causing over 40 million deaths. In areas that ended the pandemic with lower mortality rates than average, several things tended to be present. These include low rates of poverty, widespread access to healthcare, well-funded and widespread public health measures, and well-managed record keeping. Areas that ended the pandemic with high rates of mortality tended to lack the above – they had high rates of poverty, access to healthcare was limited, public health measures were unfunded or ineffective, and recordkeeping and communication were …

Investigation Into The Causes And Severity Of The 1918 Influenza Pandemic, Alex T. Freedenberg

The Review: A Journal of Undergraduate Student Research

The 1918 Influenza outbreak is regarded as one of the worst pandemics in human history due to its widespread effects across the globe and its high death rate. This death rate was unusual among influenza infections as most strains do not cause the amount of death that is seen in this outbreak, with 20 million dead as a conservative estimate and 100 million by other estimations. This pandemic was not very well contained for a plethora of reasons. Two main reasons are that it came at a time when understanding viral mechanics still escaped medical professionals, and due to the …

Public Health Preparedness & Response: An Exercise In Administrative Law, John D. Blum, Jordan Paradise

Faculty Publications & Other Works

Responses to epidemics, pandemics, and other biological disasters require multiple coordinated initiatives that combine sophisticated planning, sound emergency management, effective stockpiles, solid geographic information systems, well-developed laboratory surveillance and response, and effective management capabilities. Critical to the noted elements of planning and response is the existence of a legal structure, which underpins the operations of necessary programs. While the law may not be the first public health tool considered in a disaster, it is fundamental to the effective functioning of multiple actors and must be harmonized across jurisdictional lines. This article explores the role of law in pandemics and other …

Ip Preparedness For Outbreak Diseases, Ana Santos Rutschman

All Faculty Scholarship

Outbreaks of infectious diseases will worsen, as illustrated by the recent back-to-back Ebola and Zika epidemics. The development of innovative drugs, especially in the form of vaccines, is key to minimizing future outbreaks, yet current intellectual property (IP) regimes are ineffective in supporting this goal.

IP scholarship has not adequately addressed the role of IP in the development of vaccines for outbreak diseases. This Article fills that void. Through case studies on the recent Ebola and Zika outbreaks, it provides the first descriptive analysis of the role of IP from the pre- to the post-outbreak stages, specifically identifying IP inefficiencies. …

Tears In Heaven: Religiously And Culturally Sensitive Laws For Preventing The Next Pandemic, Eloisa C. Rodriguez-Dod, Aileen Maria Marty, Elena Maria Marty-Nelson

Catholic University Law Review

This Article argues that laws created to curtail the spread of deadly contagious diseases need to be drafted and implemented in ways that maximize acceptance of an affected communities’ cultural and religious beliefs. When laws are put in place that are inconsistent with community mores, the overall goal of stopping an epidemic is threatened. Communities often distrust government and other relief organizations who mandate rules and regulations that impinge their religious and cultural beliefs; thus, these regulations geared at helping communities can paradoxically undermine the goal of preventing the spread of infectious disease.

This Article focuses on the need for …

Hiv Vaccines: Progress, Limitations And A Crispr/Cas9 Vaccine, Omar A. Garcia Martinez

Biology: Student Scholarship & Creative Works

ABSTRACT: The HIV-1 pandemic continues to thrive due to ineffective HIV-1 vaccines. Historically, the world’s most infectious diseases, such as polio and smallpox, have been eradicated or have come close to eradication due to the advent of effective vaccines. Highly active antiretroviral therapy is able to delay the onset of AIDS but can neither rid the body of HIV-1 proviral DNA nor prevent further transmission. A prophylactic vaccine that prevents the various mechanisms HIV-1 has to evade and attack our immune system is needed to end the HIV-1 pandemic. Recent advances in engineered nuclease systems, like the CRISPR/Cas9 system, have …

The Emerging Zika Pandemic: Enhancing Preparedness, Lawrence O. Gostin, Daniel Lucey

Georgetown Law Faculty Publications and Other Works

The Zika virus (ZIKV), a flavivirus related to yellow fever, dengue, West Nile, and Japanese encephalitis, originated in the Zika forest in Uganda and was discovered in a rhesus monkey in 1947. The disease now has “explosive” pandemic potential, with outbreaks in Africa, Southeast Asia, the Pacific Islands, and the Americas. Since Brazil reported Zika virus in May 2015, infections have occurred in at least 20 countries in the Americas. Puerto Rico reported the first locally transmitted infection in December 2015, but Zika is likely to spread to the United States. The Aedes species mosquito (an aggressive daytime biter) that …