Assessing COVID-19 and Other Pandemics and Epidemics using Computational Modelling and Data Analysis

2021-12-13 Computers

Author : Subhendu Kumar Pani
Release : 2021-12-13
Genre : Computers
Kind : eBook
Book Rating : 538/5 ( reviews)

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Book Synopsis Assessing COVID-19 and Other Pandemics and Epidemics using Computational Modelling and Data Analysis by : Subhendu Kumar Pani

Download or read book Assessing COVID-19 and Other Pandemics and Epidemics using Computational Modelling and Data Analysis written by Subhendu Kumar Pani. This book was released on 2021-12-13. Available in PDF, EPUB and Kindle. Book excerpt: This book comprehensively covers the topic of COVID-19 and other pandemics and epidemics data analytics using computational modelling. Biomedical and Health Informatics is an emerging field of research at the intersection of information science, computer science, and health care. The new era of pandemics and epidemics bring tremendous opportunities and challenges due to the plentiful and easily available medical data allowing for further analysis. The aim of pandemics and epidemics research is to ensure high-quality, efficient healthcare, better treatment and quality of life by efficiently analyzing the abundant medical, and healthcare data including patient’s data, electronic health records (EHRs) and lifestyle. In the past, it was a common requirement to have domain experts for developing models for biomedical or healthcare. However, recent advances in representation learning algorithms allow us to automatically learn the pattern and representation of the given data for the development of such models. Medical Image Mining, a novel research area (due to its large amount of medical images) are increasingly generated and stored digitally. These images are mainly in the form of: computed tomography (CT), X-ray, nuclear medicine imaging (PET, SPECT), magnetic resonance imaging (MRI) and ultrasound. Patients’ biomedical images can be digitized using data mining techniques and may help in answering several important and critical questions related to health care. Image mining in medicine can help to uncover new relationships between data and reveal new and useful information that can be helpful for scientists and biomedical practitioners. Assessing COVID-19 and Other Pandemics and Epidemics using Computational Modelling and Data Analysis will play a vital role in improving human life in response to pandemics and epidemics. The state-of-the-art approaches for data mining-based medical and health related applications will be of great value to researchers and practitioners working in biomedical, health informatics, and artificial intelligence..

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

2021-09-18 Social Science

Author : Cortijo Ocaña, Antonio
Release : 2021-09-18
Genre : Social Science
Kind : eBook
Book Rating : 895/5 ( reviews)

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Book Synopsis Handbook of Research on Historical Pandemic Analysis and the Social Implications of COVID-19 by : Cortijo Ocaña, Antonio

Download or read book Handbook of Research on Historical Pandemic Analysis and the Social Implications of COVID-19 written by Cortijo Ocaña, Antonio. This book was released on 2021-09-18. Available in PDF, EPUB and Kindle. Book excerpt: 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.

A Multidisciplinary Approach to Pandemics

2022-03-31 Political Science

Author : Philippe Bourbeau
Release : 2022-03-31
Genre : Political Science
Kind : eBook
Book Rating : 664/5 ( reviews)

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Book Synopsis A Multidisciplinary Approach to Pandemics by : Philippe Bourbeau

Download or read book A Multidisciplinary Approach to Pandemics written by Philippe Bourbeau. This book was released on 2022-03-31. Available in PDF, EPUB and Kindle. Book excerpt: Pandemics have quickly become one of the most important subjects of the twenty-first century. This edited volume provides a comparative analysis of the ways in which pandemics are theorized and studied across several disciplines. A Multidisciplinary Approach to Pandemics has two objectives: first, to explore the growing diversity of theories and paradigms developed to study pandemics; and second, to initiate a multidisciplinary dialogue about the ontological, epistemological, paradigmatic, and normative aspects of studying pandemics across disciplines. The study of pandemics is not new. Yet despite the volume of research interest in a host of academic fields, scholars rarely talk across the disciplines. This study seeks to fill that gap by attempting to bridge disciplinary canyons. Eager to encourage this arena of conversation, this book brings together in a single volume essays by political scientists, environmental scholars, legal scholars, clinical pharmacists, economists, scholars of urban planning, scholars in health and medicine schools, and researchers in business and management.

Research on Pandemics

2021-11-24 Business & Economics

Author : Yezhou Sha
Release : 2021-11-24
Genre : Business & Economics
Kind : eBook
Book Rating : 584/5 ( reviews)

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Book Synopsis Research on Pandemics by : Yezhou Sha

Download or read book Research on Pandemics written by Yezhou Sha. This book was released on 2021-11-24. Available in PDF, EPUB and Kindle. Book excerpt: The lasting turmoil associated with the unprecedented pandemic, triggered by the novel corona virus COVID-19, has dragged the world into a mud of uncertainty. Fiscal stimulation, interest rate cuts, global supply-chain redeployment, "pandemic bond" and circuit breakers kicked in and the world is responding to this great challenge. But how can finance and economic research help the world under such circumstances? This book dwells on this new area of research and tries to understand how pandemics impact the economic and financial ecosystem of both emerging and advanced economies. Lessons learnt from the experience of previous pandemics maybe presented and discussed through drawing on policy lessons to date. By gathering research on political economy, geopolitical issues, behavioral finance, international institutional responses and medical and health issues resulting from pandemics, the chapters in this edited volume help in expanding the knowledge of social and economic consequences of the pandemic as well as set the foundation for future research. This book would benefit scholars, policy makers and entrepreneurs worldwide as a valuable archive of research on pandemics. The chapters in this book were originally published as a special issue of Emerging Markets Finance and Trade.

Preventable

2022-04-21 Medical

Author : Devi Sridhar
Release : 2022-04-21
Genre : Medical
Kind : eBook
Book Rating : 346/5 ( reviews)

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Book Synopsis Preventable by : Devi Sridhar

Download or read book Preventable written by Devi Sridhar. This book was released on 2022-04-21. Available in PDF, EPUB and Kindle. Book excerpt: **THE SUNDAY TIMES BESTSELLER | BBC RADIO 4 BOOK OF THE WEEK** The definitive story of COVID-19 and how global politics shape our health - from a world-leading expert and the pandemic's go-to science communicator Professor Devi Sridhar has risen to prominence for her vital roles in communicating science to the public and speaking truth to power. In Preventable she highlights lessons learned from outbreaks past and present in a narrative that traces the COVID-19 pandemic - including her personal experience as a scientist - and sets out a vision for how we can better protect ourselves from the inevitable health crises to come. In gripping and heartfelt prose, Sridhar exposes the varied realities of those affected and puts you in the room with key decision makers at crucial moments. She vibrantly conveys the twists and turns of a plot that saw: deadlier varients emerge (contrary to the predictions of social media pundits who argued it would mutate to a milder form); countries with weak health systems like Senegal and Vietnam fare better than countries like the US and UK (which were consistently ranked as the most prepared); and the quickest development of game-changing vaccines in history (and their unfair distribution) Combining science, politics, ethics and economics, this definitive book dissects the global structures that determine our fate, and reveals the deep-seated economic and social inequalities at their heart - it will challenge, outrage and inspire. 'A brutally compelling reminder that if voices like Devi's had been listened to, so many more could have lived' OWEN JONES 'One of the most brilliant scientists in the world who has been proven consistently right in this crisis' PIERS MORGAN 'Excellent . . . Fair, clear and compelling' NICOLA STURGEON 'Those who have found Professor Devi Sridhar's expertise and calm advice invaluable since the arrival of Covid-19 will be glad to know that she has written Preventable' RACHEL COOKE, Guardian, Non-fiction to look out for in 2022

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Assessing COVID-19 and Other Pandemics and Epidemics using Computational Modelling and Data Analysis

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