Leveraging Artificial Intelligence In Global Epidemics
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Leveraging Artificial Intelligence In Global Epidemics
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Author : Le Gruenwald
language : en
Publisher: Academic Press
Release Date : 2021-07-28
Leveraging Artificial Intelligence In Global Epidemics written by Le Gruenwald and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-28 with Science categories.
Leveraging Artificial Intelligence in Global Epidemics provides readers with a detailed technical description of the role Artificial Intelligence plays in various stages of a disease outbreak, using COVID-19 as a case study. In the fight against epidemics, medical staff are on the front line; but behind the lines the battle is fought by researchers, and data scientists. Artificial Intelligence has been helping researchers with computer modeling and simulation for predictions about disease progression, the overall economic situation, tax incomes and population development. In the same manner, AI can prepare researchers for any emergency situation by backing the medical science. Artificial Intelligence plays a key and cutting-edge role in the preparedness for and dealing with the outbreak of global epidemics. It can help researchers analyze global data about known viruses to predict the patterns of the next pandemic and the impacts it will have. Not only prediction, AI plays an increasingly important role in assessing readiness, early detection, identification of patients, generating recommendations, situation awareness and more. It is up to the right input and the innovative ways by humans to leverage what AI can do. As COVID-19 has grabbed the world and its economy today, an analysis of the COVID-19 outbreak and the global responses and analytics will pay a long way in preparing humanity for such future situations. - Provides readers with understanding of how Artificial Intelligence can be applied to the prediction, forecasting, detection, and testing of global epidemics, using COVID-19 and other recent epidemics such as Ebola, Corona viruses, Zika, influenza, Dengue, Chikungaya, and malaria as case studies - Includes background material regarding readiness for coping with epidemics, including Machine Learning models for prediction of epidemic outbreaks based on existing data - Includes technical coverage of key topics such as generating recommendations to combat outbreaks, genome sequencing, AI-assisted testing, AI-assisted contact tracing, situation awareness and combating disinformation, and the role of Artificial Intelligence and Machine Learning in drug discovery, vaccine development, and drug re-purposing
Responsible Artificial Intelligence
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Author : Virginia Dignum
language : en
Publisher: Springer Nature
Release Date : 2019-11-04
Responsible Artificial Intelligence written by Virginia Dignum and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-04 with Computers categories.
In this book, the author examines the ethical implications of Artificial Intelligence systems as they integrate and replace traditional social structures in new sociocognitive-technological environments. She discusses issues related to the integrity of researchers, technologists, and manufacturers as they design, construct, use, and manage artificially intelligent systems; formalisms for reasoning about moral decisions as part of the behavior of artificial autonomous systems such as agents and robots; and design methodologies for social agents based on societal, moral, and legal values. Throughout the book the author discusses related work, conscious of both classical, philosophical treatments of ethical issues and the implications in modern, algorithmic systems, and she combines regular references and footnotes with suggestions for further reading. This short overview is suitable for undergraduate students, in both technical and non-technical courses, and for interested and concerned researchers, practitioners, and citizens.
Artificial Intelligence In Healthcare
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Author : Adam Bohr
language : en
Publisher: Academic Press
Release Date : 2020-06-21
Artificial Intelligence In Healthcare written by Adam Bohr and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-21 with Computers categories.
Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. - Highlights different data techniques in healthcare data analysis, including machine learning and data mining - Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks - Includes applications and case studies across all areas of AI in healthcare data
Machine Learning Optimization And Data Science
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Author : Giuseppe Nicosia
language : en
Publisher: Springer Nature
Release Date : 2025-03-03
Machine Learning Optimization And Data Science written by Giuseppe Nicosia and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-03 with Computers categories.
The three-volume set LNAI 15508-15510 constitutes the refereed proceedings of the 10th International Conference on Machine Learning, Optimization, and Data Science, LOD 2024, held in Castiglione della Pescaia, Italy, during September 22–25, 2024. This year, in the LOD Proceedings decided to also include the papers of the fourth edition of the Symposium on Artificial Intelligence and Neuroscience (ACAIN 2024). The 79 full papers included in this book were carefully reviewed and selected from 127 submissions. The LOD 2024 proceedings focus on machine learning, deep learning, AI, computational optimization, neuroscience and big data that includes invited talks, tutorial talks, special sessions, industrial tracks, demonstrations and oral and poster presentations of refereed papers.
Physical Health Mental Health And Human Well Being In The Age Of Ai
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Author : Wongmahesak, Kittisak
language : en
Publisher: IGI Global
Release Date : 2024-12-04
Physical Health Mental Health And Human Well Being In The Age Of Ai written by Wongmahesak, Kittisak and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-04 with Computers categories.
Amidst the complexities of modern life, the importance of human well-being in its various dimensions is a continual priority. As artificial intelligence (AI) becomes a key influence in nearly every facet of modern life, it raises essential questions about the current and future state of human health and well-being. While AI has the potential to revolutionize healthcare, enhance mental health support, and improve overall quality of life, it also presents challenges regarding privacy, ethical considerations, and the impact of automation on human relationships and mental health. Navigating these opportunities and concerns requires a balanced approach to ensure that technological advancements align with the holistic needs of individuals and communities. Physical Health, Mental Health, and Human Well-Being in the Age of AI explores the evolving landscape of health in a technology-driven world. Beyond healthcare, the book also examines the broader implications of AI on social well-being, environmental health, and the future of work and education. Through expert insights and empirical research from around the globe, this book provides invaluable knowledge for researchers and practitioners alike, and appeals to readers from a broad spectrum of disciplines.
Artificial Intelligence For Cloud And Edge Computing
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Author : Sanjay Misra
language : en
Publisher: Springer Nature
Release Date : 2022-01-13
Artificial Intelligence For Cloud And Edge Computing written by Sanjay Misra and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-13 with Computers categories.
This book discusses the future possibilities of AI with cloud computing and edge computing. The main goal of this book is to conduct analyses, implementation and discussion of many tools (of artificial intelligence, machine learning and deep learning and cloud computing, fog computing, and edge computing including concepts of cyber security) for understanding integration of these technologies. With this book, readers can quickly get an overview of these emerging topics and get many ideas of the future of AI with cloud, edge, and in many other areas. Topics include machine and deep learning techniques for Internet of Things based cloud systems; security, privacy and trust issues in AI based cloud and IoT based cloud systems; AI for smart data storage in cloud-based IoT; blockchain based solutions for AI based cloud and IoT based cloud systems.This book is relevent to researchers, academics, students, and professionals.
Scalable Artificial Intelligence For Healthcare
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Author : Houneida Sakly
language : en
Publisher: CRC Press
Release Date : 2025-05-06
Scalable Artificial Intelligence For Healthcare written by Houneida Sakly and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-06 with Computers categories.
This edited volume examines the transformative impact of AI technologies on global healthcare systems, with a focus on enhancing efficiency and accessibility. The content provides a comprehensive exploration of the principles and practices required to scale AI applications in healthcare, addressing areas such as diagnosis, treatment, and patient care. Key topics include data scalability, model deployment, and infrastructure design, highlighting the use of microservices, containerization, cloud computing, and big data technologies in building scalable AI systems. Discussions cover advancements in machine learning models, distributed processing, and transfer learning, alongside critical considerations such as continuous integration, data privacy, and ethics. Real-world case studies depict both the successes and challenges of implementing scalable AI across various healthcare environments, offering valuable insights for future advancements. This volume serves as a practical and theoretical guide for healthcare professionals, AI researchers, and technology enthusiasts seeking to develop or expand on AI-driven healthcare solutions to address global health challenges effectively.
Health Security Intelligence
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Author : Patrick F. Walsh
language : en
Publisher: Taylor & Francis
Release Date : 2024-09-16
Health Security Intelligence written by Patrick F. Walsh and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-16 with Political Science categories.
The book takes a multi-disciplinary approach to explore the role national security intelligence agencies played in supporting national governments’ response to COVID-19. Spanning the ‘Five Eyes’ intelligence countries (UK, USA, Canada, Australia and New Zealand), this book offers the first cross-comparative analysis of what intelligence agencies need to focus on in responding more effectively to future emerging health and biological security threats risks and hazards post-COVID-19. The volume addresses three principal issues. First, it investigates what roles the Five Eyes intelligence communities played (along with other key stakeholders, such as public health agencies) in managing the COVID-19 pandemic. Second, it assesses the challenges of and lessons learnt from these intelligence communities’ engagement in managing aspects of the pandemic. Third, it explores how the Five Eyes might play more effective roles in managing future health security threats and risks, whether those are intentional (bioterrorism and bio crimes), accidental (laboratory releases) or unintentional (pandemics) in origin. Overall, this book offers a coherent and holistic research agenda that seeks to improve understanding about the role of national security intelligence in managing health security threats and risks post-COVID-19. This book will be of much interest to students of intelligence studies, health security, public health and International Relations. The Open Access version of this book, available at http://www.taylorfrancis.com, has been made available under a Creative Commons Attribution-Non Commercial-No Derivatives (CC-BY-NC-ND) 4.0 license.
Deploying Artificial Intelligence To Achieve The Un Sustainable Development Goals
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Author : Arthur Guseni Oliver Mutambara
language : en
Publisher: Springer Nature
Release Date : 2025-07-01
Deploying Artificial Intelligence To Achieve The Un Sustainable Development Goals written by Arthur Guseni Oliver Mutambara and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-01 with Technology & Engineering categories.
This book provides research insights into how Artificial Intelligence (AI) can be used to achieve the UN’s Sustainable Development Goals (SDGs) – 17 interconnected goals designed to address the world’s most pressing challenges by 2030. It reviews the SDGs and discusses why progress has been mixed and uneven across different countries, regions and goals. The book posits that attaining the SDGs will depend on enhanced global cooperation, increased funding, improved infrastructure, public-private partnerships, regional/continental integration, addressing the climate crisis, inclusive economic transformation, and visionary leadership. More specifically, the publication advocates leveraging innovative and transformative technologies, particularly the deployment of AI. The research acknowledges the risks of digital imperialism, data colonialism and technological exclusion, especially in emerging and least industrialised economies. Hence, in deploying AI to achieve the SDGs, the book puts a premium on decoloniality in AI systems and democratising AI technology. Provides a critique of the current SDGs approach by reframing the goals as a comprehensive risk assessment of humanity’s most pressing threats in the 21st century; Features broad and holistic interventions to accelerate the attainment of the SDGs; Provides a comprehensive but accessible introduction to AI concepts and advanced innovations such as AlphaFold, ChatGPT-4, DeepSeek-R1, Grok 3, and autonomous vehicles (drones and driverless cars); Discusses the AI strategies of leading economies and assesses the impact of AI on geopolitics; Provides a comprehensive critique of global AI efforts by the UN and African Union, while proffering alternative paradigms and frameworks; Presents the enablers, drivers and strategic framework of AI deployment to achieve the SDGs; Develops and presents details of six distinct but related components of a novel Strategic Framework for developing and adopting AI – Vision, Strategy, Policy, Governance, Legislation/Regulations, and Implementation Matrix; Outlines specific ways that AI can be deployed to achieve each of the 17 SDGs and reviews seven countries’ experiences; Explores an innovative, forward-looking, and technology-driven framework for equitable global socio-economic transformation to succeed the SDGs post-2030.
The Ai Cure
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Author : Dr. Julian Hawke
language : en
Publisher: eBookIt.com
Release Date : 2024-10-11
The Ai Cure written by Dr. Julian Hawke and has been published by eBookIt.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-11 with Medical categories.
The Revolution of Modern Medicine Begins Here The world of medicine is changing faster than ever before, and it's all thanks to the unprecedented advancements brought by artificial intelligence. Are you ready to explore the future of healthcare? "The AI Cure: How Artificial Intelligence is Revolutionizing Medicine" takes you on an eye-opening journey into the heart of this technological transformation. With every chapter, you'll witness the incredible evolution of AI, showcasing how it's enhancing diagnostic precision, revolutionizing treatments, and even taking surgical accuracy to new heights. From personalized medicine that promises bespoke treatment plans to the rapid discoveries in drug development, this book will captivate you with real-world success stories. Imagine AI-driven forces shaping the future of patient care, chronic disease management, and even mental health treatment. You'll be enthralled by the stories of compassionate machines bridging empathy gaps, and inspired by the promise of AI in genomics unraveling the secrets of our DNA. But this book doesn't shy away from the hard questions either. Delve into the ethical considerations, privacy concerns, and biases that accompany AI's rise in healthcare. Explore how these challenges are being navigated today, ensuring that this revolution works for everyone, everywhere. What does the future hold for AI in medicine? With visionary projects on the horizon and the integration of AI into everyday practices, this is your chance to stay ahead in understanding a world where AI and healthcare merge seamlessly. Dive deep into public perceptions and discover the innovations shaping elderly and pediatric care. This is more than just a book; it's a roadmap for anyone eager to see how AI is redefining our approach to health and well-being. Your journey into the future of medicine starts here.