How data can manage global health pandemics, Mahanti, Rupa
Автор: Abhinav Juneja, Vikram Bali, Sapna Juneja, Vishal Название: Enabling Healthcare 4.0 for Pandemics ISBN: 1119768799 ISBN-13(EAN): 9781119768791 Издательство: Wiley Рейтинг: Цена: 25811 р. Наличие на складе: Поставка под заказ.
Описание: ENABLING HEALTHCARE 4.0 for PANDEMICS
The book explores the role and scope of AI, machine learning and other current technologies to handle pandemics.
In this timely book, the editors explore the current state of practice in Healthcare 4.0 and provide a roadmap for harnessing artificial intelligence, machine learning, and Internet of Things, as well as other modern cognitive technologies, to aid in dealing with the various aspects of an emergency pandemic outbreak. There is a need to improvise healthcare systems with the intervention of modern computing and data management platforms to increase the reliability of human processes and life expectancy. There is an urgent need to come up with smart IoT-based systems which can aid in the detection, prevention and cure of these pandemics with more precision. There are a lot of challenges to overcome but this book proposes a new approach to organize the technological warfare for tackling future pandemics.
In this book, the reader will find:
State-of-the-art technological advancements in pandemic management;
AI and ML-based identification and forecasting of pandemic spread;
Smart IoT-based ecosystem for pandemic scenario.
Audience The book will be used by researchers and practitioners in computer science, artificial intelligence, bioinformatics, data scientists, biomedical statisticians, as well as industry professionals in disaster and pandemic management.
Описание: The COVID-19 pandemic shook the world to its core. After a brief pause, organizations of all kinds had to adapt to the new circumstances given to them with very little time. The presence of the pandemic caused multiple threats that caused several disruptions to the norms, beliefs, and practices in various domains of everyday life. Both from macro and micro perspectives, individuals, households, markets, institutions, and governments developed strategies to respond to the new environment—responses that hope to eliminate or at least decrease the threats of the COVID-19 pandemic.
The Handbook of Research on Interdisciplinary Perspectives on the Threats and Impacts of Pandemics explores the COVID-19 pandemic from an interdisciplinary perspective and determines how future pandemics may impact society. Beginning as a health threat, the pandemic has led the way to economic, social, psychological, political, and informational crises necessitating the examination of the phenomenon from different academic disciplines. Covering topics such as distance education, human security, and predictions, this handbook of research is an essential resource for scholars, managers, media representatives, governors, health officials, government officials, policymakers, students, professors, researchers, and academicians.
Автор: Jahankhani Hamid, Kendzierskyj Stefan, Akhgar Babak Название: Information Security Technologies for Controlling Pandemics ISBN: 3030721191 ISBN-13(EAN): 9783030721190 Издательство: Springer Цена: 15372 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: It then turns to improved decision making in cyber security, also known as cyber situational awareness, by analysing security events and comparing data mining techniques, specifically classification techniques, when applied to cyber security data.
Chapter 8: Machine learning approaches for COVID 19 pandemic
Charles Oluwaseun Adetunji, Olugbemi Tope Olaniyan, Olulope Olufemi Ajayi, Osikemekha Anthony Anani, Ruth Ebunoluwa Bodunrinde, Abel Inobeme
Chapter 9: Smart sensing for COVID 19 Pandemic
Charles Oluwaseun Adetunji, Olugbemi Tope Olaniyan, Olulope Olufemi Ajayi, Osikemekha Anthony Anani, Ruth Ebunoluwa Bodunrinde, Abel Inobeme
Chapter 10: eHealth, mHealth and Telemedicine for COVID-19 pandemic
Charles Oluwaseun Adetunji, Olugbemi Tope Olaniyan, Olulope Olufemi Ajayi, Osikemekha Anthony Anani, Ruth Ebunoluwa Bodunrinde, Abel Inobeme
Chapter 11: Prediction of care for patients in a Covid-19 pandemic situation based on haematological parameters
Arianne Sarmento Torcate, Flбvio Secco Fonseca, Antфnio Ravely. T. Lima, Flaviano Palmeira Santos, Tбssia D. Muniz S. Oliveira, Maнra Araъjo de Santana, Juliana Carneiro Gomes, Clarisse Lins de Lima, Valter Augusto de Freitas Barbosa, Ricardo Emmanuel de Souza, Wellington Pinheiro dos Santos
Chapter 12: Bioinformatics in Diagnosis of Covid-19
Chapter 13: Predicting the Covid-19 Morbidity Outspread and Mortality Using Deep Learning Techniques
Bhimavarapu Usharani
Chapter 14: LSTM -CNN Deep learning Based Hybrid system for real time COVID-19 data analysis and prediction using Twitter data
Sitanath Biswas, Sujata Dash
Chapter 15: An intelligent tool to support diagnosis of Covid-19 by texture analysis of computerized tomography x-ray images and machine learning
Maнra Araъjo de Santana, Juliana Carneiro Gomes, Valter Augusto de Freitas Barbosa, Clarisse Lins de Lima, Jonathan Bandeira, Mкuser Jorge Silva Valenзa, Ricardo Emmanuel de Souza, Aras Ismael Masood, Wellington Pinheiro dos Santos
Chapter 16: Analysis of Blockchain Backed Covid19 Data
Tadepalli Sarada Kiranmayee, Ruppa K. Thulasiram
Chapter 17: Intelligent systems for dengue, chikungunya and zika temporal and spatio-temporal forecasting: a contribution and a brief review
Clarisse Lins de Lima, Ana Clara Gomes da Silva, Cecilia Cordeiro da Silva, Giselle Machado Magalhгes Moreno, Abel Guilhermino da
Автор: Aditya Khamparia, Bharat Bhushan, Prajoy Podder, Rubaiyat Hossain Mondal, Sachin Kumar, Victor Hugo C. de Albuquerque Название: Computational Intelligence for Managing Pandemics ISBN: 3110700204 ISBN-13(EAN): 9783110700206 Издательство: Walter de Gruyter Рейтинг: Цена: 23979 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: THE SERIES: INTELLIGENT BIOMEDICAL DATA ANALYSIS By focusing on the methods and tools for intelligent data analysis, this series aims to narrow the increasing gap between data gathering and data comprehension. Emphasis is also given to the problems resulting from automated data collection in modern hospitals, such as analysis of computer-based patient records, data warehousing tools, intelligent alarming, effective and efficient monitoring. In medicine, overcoming this gap is crucial since medical decision making needs to be supported by arguments based on existing medical knowledge as well as information, regularities and trends extracted from big data sets.
Описание: Turning the World Upside Down Again describes how combining the learning from different countries and communities can lead us to a new ecologically based vision for health and new and practical ways of improving health for ourselves, our communities and our planet.
Автор: Abdrabo Amal Adel, Galaby Aly Abdel Razek Название: Societal Resilience and Response to Contagious Diseases and Pandemics ISBN: 1799889742 ISBN-13(EAN): 9781799889748 Издательство: Eurospan Рейтинг: Цена: 22415 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: For the first time in modern human history, the response to a global health crisis was required among all countries no matter their wealth, size, or economic status. Every country was impacted by the COVID-19 pandemic, and as it surged across the world, it took many lives with it. Thus, it is essential to study the ability of human societies to cope with the changes caused by pandemics. Societal Resilience and Response to Contagious Diseases and Pandemics adopts and maintains an interdisciplinary-transdisciplinary approach to investigating societal resilience. This book builds upon different insights of what has already been done for humanity to survive the spread of a deadly pandemic. Covering topics such as the role of healthcare professionals, political economy, and consumption culture, it is an essential resource for professionals, business leaders, policymakers, professors, graduate students, researchers, and academicians.
Название: Robotics for pandemics ISBN: 1032048735 ISBN-13(EAN): 9781032048734 Издательство: Taylor&Francis Рейтинг: Цена: 11324 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Robotics for Pandemics explores various applications of robots for current global issues such as pandemics and how robotic solutions could combat the virus.
Описание: The book covers a wide topic collection starting from essentials of Computational Intelligence to advance, and possible application types against COVID-19 as well as its effects on the field of medical, social, and different data-oriented research scopes. Among these topics, the book also covers very recently, vital topics in terms of fighting against COVID-19 and solutions for future pandemics. The book includes the use of computational intelligence for especially medical diagnosis and treatment, and also data-oriented tracking-predictive solutions, which are key components currently for fighting against COVID-19. In this way, the book will be a key reference work for understanding how computational intelligence and the most recent technologies (i.e. Internet of Healthcare Thing, big data, and data science techniques) can be employed in solution phases and how they change the way of future solutions. The book also covers research works with negative results so that possible disadvantages of using computational intelligence solutions and/or experienced side-effects can be known widely for better future of medical solutions and use of intelligent systems against COVID-19 and pandemics. The book is considering both theoretical and applied views to enable readers to be informed about not only research works but also theoretical views about essentials/components of intelligent systems against COVID-19/pandemics, possible modeling scenarios with current and future perspective as well as solution strategies thought by researchers all over the world.
Описание: The reader, whether a student of global health, public health practitioner, programme manager, data analyst or policymaker, will appreciate the methods, context and importance of collecting and using global health data.
Автор: Kshatri Sapna Singh, Thakur Kavita, Khan Maleika Heenaye Mamode Название: Computational Intelligence and Applications for Pandemics and Healthcare ISBN: 1799898318 ISBN-13(EAN): 9781799898313 Издательство: Eurospan Рейтинг: Цена: 94311 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Provides both theoretical and practical evidence that demonstrates how through the integration, adaptation, construction and application of strategic models, methods and tools, organisational sustainability can be promoted for economies in a situation of uncertainty.
Описание: This book comes from genuine research from various universities in Asia, such as in South East Asia and India. Since COVID-19 pandemic is spreading all over the world, most schools and institutions of higher learning have opted online-based learning for their teaching and learning (T&L) activities. Previously, the common practices in T&L are face to face (F2F). Therefore, online T&L is a new normal not just for the students but also for the instructors as well as the parents. In this book, different online teaching methods via technology-supported teaching have been implemented, and at the end of the lesson, based on the feedback from students on these online technology-supported teaching tools, most educators found that there are positive responses from majority of students, in terms of their learning, attitudes, thinking and decision-making process, apart from the challenges faced by the students in the beginning, with regards to the new approaches and methodology used by their teachers during online teaching. There are eight contributed chapters in this book covering secondary school-level curriculum up to higher institutional-level curriculum that forming a new system of T&L for post-COVID-19 pandemic. The topics under consideration include active learning (AL) and cooperative learning (CL) for T&L, task-based instruction (TBI), transition students’ adaptability to post-COVID-19, creative and innovative teaching methods for secondary school-level mathematics, project-based learning (PPBL) for geophysics and impact of Socratic method and SOLO taxonomy. This book is suitable for postgraduate students, teachers, instructor, educational researchers, as well as policy makers in education and other scientists who are dedicated in teaching and educate students.
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