Impact Of Ai And Data Science In Response To Coronavirus Pandemic
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| Author | : Diego Oliva |
| Publisher | : Springer Nature |
| Total Pages | : 594 |
| Release | : 2021-07-19 |
| Genre | : Technology & Engineering |
| ISBN | : 3030697444 |
This book presents a compilation of the most recent implementation of artificial intelligence methods for solving different problems generated by the COVID-19. The problems addressed came from different fields and not only from medicine. The information contained in the book explores different areas of machine and deep learning, advanced image processing, computational intelligence, IoT, robotics and automation, optimization, mathematical modeling, neural networks, information technology, big data, data processing, data mining, and likewise. Moreover, the chapters include the theory and methodologies used to provide an overview of applying these tools to the useful contribution to help to face the emerging disaster. The book is primarily intended for researchers, decision makers, practitioners, and readers interested in these subject matters. The book is useful also as rich case studies and project proposals for postgraduate courses in those specializations.
| Author | : Sushruta Mishra |
| Publisher | : Springer Nature |
| Total Pages | : 324 |
| Release | : 2021-07-22 |
| Genre | : Technology & Engineering |
| ISBN | : 981162786X |
The book presents advanced AI based technologies in dealing with COVID-19 outbreak and provides an in-depth analysis of variety of COVID-19 datasets throughout globe. It discusses recent artificial intelligence based algorithms and models for data analysis of COVID-19 symptoms and its possible remedies. It provides a unique opportunity to present the work on state-of-the-art of modern artificial intelligence tools and technologies to track and forecast COVID-19 cases. It indicates insights and viewpoints from scholars regarding risk and resilience analytics for policy making and operations of large-scale systems on this epidemic. A snapshot of the latest architectures, frameworks in machine learning and data science are also highlighted to gather and aggregate data records related to COVID-19 and to diagnose the virus. It delivers significant research outcomes and inspiring new real-world applications with respect to feasible AI based solutions in COVID-19 outbreak. In addition, it discusses strong preventive measures to control such pandemic.
| Author | : Sushruta Mishra |
| Publisher | : |
| Total Pages | : 0 |
| Release | : 2021 |
| Genre | : |
| ISBN | : 9789811627873 |
The book presents advanced AI based technologies in dealing with COVID-19 outbreak and provides an in-depth analysis of variety of COVID-19 datasets throughout globe. It discusses recent artificial intelligence based algorithms and models for data analysis of COVID-19 symptoms and its possible remedies. It provides a unique opportunity to present the work on state-of-the-art of modern artificial intelligence tools and technologies to track and forecast COVID-19 cases. It indicates insights and viewpoints from scholars regarding risk and resilience analytics for policy making and operations of large-scale systems on this epidemic. A snapshot of the latest architectures, frameworks in machine learning and data science are also highlighted to gather and aggregate data records related to COVID-19 and to diagnose the virus. It delivers significant research outcomes and inspiring new real-world applications with respect to feasible AI based solutions in COVID-19 outbreak. In addition, it discusses strong preventive measures to control such pandemic.
| Author | : Utku Kose |
| Publisher | : Academic Press |
| Total Pages | : 814 |
| Release | : 2021-10-22 |
| Genre | : Science |
| ISBN | : 0323907709 |
Data Science for COVID-19, Volume 2: Societal and Medical Perspectives presents the most current and leading-edge research into the applications of a variety of data science techniques for the detection, mitigation, treatment and elimination of the COVID-19 virus. At this point, Cognitive Data Science is the most powerful tool for researchers to fight COVID-19. Thanks to instant data-analysis and predictive techniques, including Artificial Intelligence, Machine Learning, Deep Learning, Data Mining, and computational modeling for processing large amounts of data, recognizing patterns, modeling new techniques, and improving both research and treatment outcomes is now possible. - Provides a leading-edge survey of Data Science techniques and methods for research, mitigation and the treatment of the COVID-19 virus - Integrates various Data Science techniques to provide a resource for COVID-19 researchers and clinicians around the world, including the wide variety of impacts the virus is having on societies and medical practice - Presents insights into innovative, data-oriented modeling and predictive techniques from COVID-19 researchers around the world, including geoprocessing and tracking, lab data analysis, and theoretical views on a variety of technical applications - Includes real-world feedback and user experiences from physicians and medical staff from around the world for medical treatment perspectives, public safety policies and impacts, sociological and psychological perspectives, the effects of COVID-19 in agriculture, economies, and education, and insights on future pandemics
| Author | : Utku Kose |
| Publisher | : Elsevier |
| Total Pages | : 752 |
| Release | : 2021-05-25 |
| Genre | : Science |
| ISBN | : 0128245360 |
On top of title page: "Biomedical engineering."
| Author | : Simon James Fong |
| Publisher | : Springer Nature |
| Total Pages | : 84 |
| Release | : 2020-06-22 |
| Genre | : Technology & Engineering |
| ISBN | : 9811559368 |
This book examines how the wonders of AI have contributed to the battle against COVID-19. Just as history repeats itself, so do epidemics and pandemics. In the face of the novel coronavirus disease, COVID-19, the book explores whether, in this digital era where artificial intelligence is successfully applied in all areas of industry, we are doing any better than our ancestors did in dealing with pandemics. One of the most contagious diseases ever known, COVID-19 is spreading like wildfire around and has cost thousands of human lives. The book discusses how AI can help fight this deadly virus, from early warnings, prompt emergency responses, and critical decision-making to surveillance drones. Serving as a technical reference resource, data analytic tutorial and a chronicle of the application of AI in epidemics, this book will appeal to academics, students, data scientists, medical practitioners, and anybody who is concerned about this global epidemic.
| Author | : Salah-Ddine Krit |
| Publisher | : CRC Press |
| Total Pages | : 0 |
| Release | : 2024-05-27 |
| Genre | : Computers |
| ISBN | : 9780367647742 |
The book demonstrates unique and useful applications of AI, in particular COVID-19 and examines the challenges in the advancement of artificial intelligence in advance medical science. It will be useful to undergrad and postgraduate students, analysts, academicians, and high quality researches between digital healthcare technologies.
| Author | : Patricia Ordonez de Pablos |
| Publisher | : Academic Press |
| Total Pages | : 458 |
| Release | : 2022-03-11 |
| Genre | : Medical |
| ISBN | : 0128232102 |
Digital Innovation for Healthcare in COVID-19 Pandemic: Strategies and Solutions provides comprehensive knowledge and insights on the application of information technologies in the healthcare sector, sharing experiences from leading researchers and academics from around the world. The book presents innovative ideas, solutions and examples to deal with one of the major challenges of the world, a global problem with health, economic and political dimensions. Advanced information technologies can play a key role in solving problems generated by the COVID-19 outbreak. The book addresses how science, technology and innovation can provide advances and solutions to new global health challenges. This is a valuable resource for researchers, clinicians, healthcare workers, policymakers and members of the biomedical field who are interested in learning how digital technologies can help us avoid and solve global disease dissemination. - Presents real-world cases with experiences of applications of healthcare solutions during the pandemic of COVID-19 - Discusses new approaches, theories and tools developed during an unprecedented health situation and how they can be used afterwards - Encompasses information on preparedness for future outbreaks to make less costly and more effective healthcare responses to crises
| Author | : Christiansen, Bryan |
| Publisher | : IGI Global |
| Total Pages | : 327 |
| Release | : 2022-12-27 |
| Genre | : Business & Economics |
| ISBN | : 1668437503 |
The COVID-19 pandemic has had an overwhelming impact on business operations such as global supply chain management, remote work, emerging economic and financial models, and international expansion plans. It is essential to thoroughly analyze the current state of international business operations so that they may progress in this era of uncertainty. Analyzing International Business Operations in the Post-Pandemic Era provides a synthesis of multiple international business functions and issues in the post-pandemic era that culminated in a single volume based on empirical research, theoretical development, and business practice. It discusses how the COVID-19 pandemic has altered international business operations. Covering topics such as deglobalization, corporate behavior, and resilient global supply chains, this premier reference source is an essential resource for economists, business leaders and managers, entrepreneurs, government officials, students and educators of higher education, libraries, researchers, and academicians.
| Author | : P. Karuppusamy |
| Publisher | : Springer Nature |
| Total Pages | : 730 |
| Release | : 2022-07-25 |
| Genre | : Technology & Engineering |
| ISBN | : 9811925410 |
This book features a collection of high-quality, peer-reviewed papers presented at the Second International Conference on Ubiquitous Intelligent Systems (ICUIS 2022) organized by Shree Venkateshwara Hi-Tech Engineering College, Tamil Nadu, India, during March 10–11, 2022. The book covers topics such as cloud computing, mobile computing and networks, embedded computing frameworks, modeling and analysis of ubiquitous information systems, communication networking models, big data models and applications, ubiquitous information processing systems, next-generation ubiquitous networks and protocols, advanced intelligent systems, Internet of Things, wireless communication and storage networks, intelligent information retrieval techniques, AI-based intelligent information visualization techniques, cognitive informatics, smart automation systems, health care informatics and bioinformatics models, security and privacy of intelligent information systems, and smart distributed information systems.
