Lessons Learned in Analytics from the COVID-19 Pandemic


Book Description

At the beginning of 2020, as the COVID-19 pandemic swept across the US in multiple waves, health systems had to rapidly develop systems for tracking various aspects related to managing the pandemic. This included not just overall trends in incidence, hospitalizations, and outcomes; but also metrics related to the response. COVID-19 was the first pandemic in the United States since the widespread adoption of electronic health records incentivized by the Meaningful Use program. As a result, the availability of health information was much broader than in any previous pandemic. The widespread impact of COVID-19 also meant that every healthcare institution was affected, and was tracking data related to the pandemic in some form. There has been more focused activity with data and analytics regarding COVID-19 than we have ever had with any other disease, including important advances as well as technical and regulatory obstacles.




Lessons from COVID-19


Book Description

Lessons from COVID-19: Impact on Healthcare Systems and Technology uncovers the impact that COVID-19 has made on healthcare and technology industries. State-of-the-art case studies, empirical research, and new trends in technology-mediated solution are discussed to help inform and guide readers in understanding the effects that the COVID-19 outbreak has had across healthcare and technology industries. The book discusses challenges to identify vaccines, changes in legislation on clinical trials and re-purposing of licensed drugs, effects on primary healthcare, best practices adopted by different countries to control the pandemic, and different effects on patients within diverse age groups and comorbidities. In addition, the book covers technology-mediated solutions and infrastructures applied, digital transformations, modeling techniques, statistical projections, and the benefits and use of cloud computing and artificial intelligence. This is a valuable resource for healthcare professionals, medical doctors, researchers and graduate students from both biomedical and technological fields who are interested in learning more about the use of new technologies to fight a pandemic. Discusses the effects of COVID-19 on healthcare and technology Presents case studies and state-of-the-art research and technologies to help readers effectively understand the effects of COVID-19 Empowers researchers to work on effective hypothesis to test the disruptions and changes that have occurred as a result of COVID-19 Bridges practical and theoretical gaps in terms of lessons learned during COVID-19 in the healthcare and technology sectors




Data Analytics for Pandemics


Book Description

Epidemic trend analysis, timeline progression, prediction, and recommendation are critical for initiating effective public health control strategies, and AI and data analytics play an important role in epidemiology, diagnostic, and clinical fronts. The focus of this book is data analytics for COVID-19, which includes an overview of COVID-19 in terms of epidemic/pandemic, data processing and knowledge extraction. Data sources, storage and platforms are discussed along with discussions on data models, their performance, different big data techniques, tools and technologies. This book also addresses the challenges in applying analytics to pandemic scenarios, case studies and control strategies. Aimed at Data Analysts, Epidemiologists and associated researchers, this book: discusses challenges of AI model for big data analytics in pandemic scenarios; explains how different big data analytics techniques can be implemented; provides a set of recommendations to minimize infection rate of COVID-19; summarizes various techniques of data processing and knowledge extraction; enables users to understand big data analytics techniques required for prediction purposes.




How Data Can Manage Global Health Pandemics


Book Description

This book entitled "How Data Can Manage Global Health Pandemics: Analyzing and Understanding COVID-19" provides guidance on these topics. While there are a few books on pandemics and COVID-19, role of technologies in pandemics, none of the books talk about all the above topics with special emphasis on data.




Applied Big Data Analytics and Its Role in COVID-19 Research


Book Description

"This book provides emerging research on the development and implementation of real-world cases in big data analytics for various industrial and public sections including healthcare, business, social media, and government by highlighting topics such as data processing, deep learning, statistical inference, data visualization, and decision support systems"--




COVID-19 Global Lessons Learned: Interactive Case Studies


Book Description

COVID-19 Global Lessons Learned is a collection of 6 interactive case studies, 6-10-page each, that is designed for online or classroom discussion or as graded assignments. The case studies include links to websites and videos, discussion and interactive questions, plus a full package of instructor resources including a helpful instructor’s guide with sample answers to discussion questions, and a test bank. The 6 Interactive Case Studies include: 1. Clinical course of COVID-19 2. Epidemiology of COVID-19 3. Testing for COVID-19 4. Population Prevention and COVID-19 5. Treatment of COVID-19 6 Health Policy and Communications for COVID-19 Available at no additional cost (excluding Inclusive Access) when bundled with a Jones & Bartlett Learning text, these case studies are designed to be used in a wide range of courses.




The Great Lockdown


Book Description

A collection of insider accounts describing the organizational impact of COVID-19 In The Great Lockdown: Lessons Learned During the Pandemic from Organizations Around the Globe, expert strategists Shivaji Das, Aroop Zutshi , and Janesh Janardhanan deliver an insightful exploration of this once-in-a-lifetime event to unearth invaluable learnings for the future. Told through the experiences of CXOs at billion-dollar companies, star start-ups, and non-profits from around the world, the book chronicles the ups and downs of sophisticated organizations as they navigated the COVID-19 crisis through initiatives impacting people, processes, and technology. Revealing case studies contributed by the CXOs of companies spanning multiple geographies - from the USA to Iran, Uganda to Hong Kong, and multiple sectors – social media, technology, aviation, luxury retail, healthcare, etc. Incisive analyses of the techniques and strategies that worked—or didn’t—for organizations during the COVID-19 pandemic, covering the role and evolution of leadership, organizational culture, innovation and digitization Practical guidance for business leaders to apply to their own firms in times of great economic upheaval: the next pandemic, climate disasters, cyber-attacks The leaders contributing their organization's survival and revival stories include those from Julius Baer, SAP, Terumo, IndiGrid, Tapsi, Fonterra, Hornet Networks, Globalization Partners, beCuriou, GoGoX, Abacus Pharma, Real Wear Inc, SOS Children's Villages, Bangalore International Airport, and A Lange & Sohne. Perfect for executives, managers, and other business leaders, The Great Lockdown is an invaluable addition to the libraries of anyone interested in case studies of corporate resilience and endurance in the face of unprecedented economic challenges.




Intelligent Data Analysis for COVID-19 Pandemic


Book Description

This book presents intelligent data analysis as a tool to fight against COVID-19 pandemic. The intelligent data analysis includes machine learning, natural language processing, and computer vision applications to teach computers to use big data-based models for pattern recognition, explanation, and prediction. These functions are discussed in detail in the book to recognize (diagnose), predict, and explain (treat) COVID-19 infections, and help manage socio-economic impacts. It also discusses primary warnings and alerts; tracking and prediction; data dashboards; diagnosis and prognosis; treatments and cures; and social control by the use of intelligent data analysis. It provides analysis reports, solutions using real-time data, and solution through web applications details.







Handbook of Research on Historical Pandemic Analysis and the Social Implications of COVID-19


Book Description

The current health situation has been described as chaotic and devastating. Humanity’s trust in the future and in its human capacity to overcome a disaster of such magnitude is even starting to wither away. If science still lacks a response to the pandemic, can the humanities offer something to cope with this situation? The world can adopt a historical perspective and realize that this is not the first time a global pandemic has struck. Issues including illness, suffering, endurance, resilience, human survival, etc. have been dealt with by literature, philosophy, psychology, and sociology throughout the ages and should be explored once again in response to the COVID-19 pandemic. The Handbook of Research on Historical Pandemic Analysis and the Social Implications of COVID-19 explores the issue of disease from a variety of philosophical, legal, historical, and social perspectives to offer both comprehension and consolation to the human psyche. This group of scholars within the fields of education, psychology, linguistics, history, and philosophy provides a comprehensive view of the humanities as it relates to the pandemic within the frame of human reaction to pain and calamity. This book also looks at the impact the COVID-19 pandemic has had on society in a multidisciplinary capacity that examines its effects in education, government, business, and more. Covering topics such as public health legislation, sociology, impacts on women, and population genetics, this book is essential for sociologists, psychologists, communications experts, historians, researchers, students, and academicians.