Signal Processing And Machine Learning For Biomedical Big Data
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Signal Processing And Machine Learning For Biomedical Big Data
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Author : Ervin Sejdic
language : en
Publisher: CRC Press
Release Date : 2018-07-04
Signal Processing And Machine Learning For Biomedical Big Data written by Ervin Sejdic and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-07-04 with Medical categories.
Within the healthcare domain, big data is defined as any ``high volume, high diversity biological, clinical, environmental, and lifestyle information collected from single individuals to large cohorts, in relation to their health and wellness status, at one or several time points.'' Such data is crucial because within it lies vast amounts of invaluable information that could potentially change a patient's life, opening doors to alternate therapies, drugs, and diagnostic tools. Signal Processing and Machine Learning for Biomedical Big Data thus discusses modalities; the numerous ways in which this data is captured via sensors; and various sample rates and dimensionalities. Capturing, analyzing, storing, and visualizing such massive data has required new shifts in signal processing paradigms and new ways of combining signal processing with machine learning tools. This book covers several of these aspects in two ways: firstly, through theoretical signal processing chapters where tools aimed at big data (be it biomedical or otherwise) are described; and, secondly, through application-driven chapters focusing on existing applications of signal processing and machine learning for big biomedical data. This text aimed at the curious researcher working in the field, as well as undergraduate and graduate students eager to learn how signal processing can help with big data analysis. It is the hope of Drs. Sejdic and Falk that this book will bring together signal processing and machine learning researchers to unlock existing bottlenecks within the healthcare field, thereby improving patient quality-of-life. Provides an overview of recent state-of-the-art signal processing and machine learning algorithms for biomedical big data, including applications in the neuroimaging, cardiac, retinal, genomic, sleep, patient outcome prediction, critical care, and rehabilitation domains. Provides contributed chapters from world leaders in the fields of big data and signal processing, covering topics such as data quality, data compression, statistical and graph signal processing techniques, and deep learning and their applications within the biomedical sphere. This book’s material covers how expert domain knowledge can be used to advance signal processing and machine learning for biomedical big data applications.
Ai Driven Personalized Healthcare Solutions
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Author : Chemingui, Houssem
language : en
Publisher: IGI Global
Release Date : 2025-02-27
Ai Driven Personalized Healthcare Solutions written by Chemingui, Houssem and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-27 with Medical categories.
AI-driven personalized healthcare solutions transform approaches to medical treatment by personalizing care to the needs of individuals. Utilizing advanced algorithms, machine learning, and large amounts of patient data, AI enables more accurate diagnoses, predictive analytics, and customized treatment plans. This approach allows for early detection of diseases, enhanced monitoring of chronic conditions, and the ability to create precision medicine strategies specific to each patient's genetics, lifestyle, and health. Further research may encourage efficient, effective, and patient-centered care, improving outcomes and reducing healthcare costs. AI-Driven Personalized Healthcare Solutions explores the transformative role of AI in revolutionizing healthcare and medicine. It delves into the cutting-edge technologies, applications, and ethical considerations surrounding AI-driven healthcare solutions, from diagnosis and treatment to personalized medicine and patient care. This book covers topics such as telemedicine, disease detection, and healthcare monitoring, and is a useful resource for computer engineers, healthcare professionals, scientists, academicians, and researchers.
Impact Of Yoga And Proper Diet On Cardiopulmonary Function
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Author : Chatterjee, Ayan
language : en
Publisher: IGI Global
Release Date : 2024-12-20
Impact Of Yoga And Proper Diet On Cardiopulmonary Function written by Chatterjee, Ayan and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-20 with Medical categories.
Regular yoga practice and maintaining a balanced diet has a profound impact on various facets of health and well-being. There are intricate connections between these lifestyle factors and their effects on cardio-pulmonary health, physical fitness, and mental wellness. A thorough analysis of the physiological, psychological, and even spiritual dimensions of yoga and diet dives deep into the mechanisms through which these practices exert their beneficial effects, painting a vivid picture of the transformative potential inherent in adopting a holistic approach to health. Impact of Yoga and Proper Diet on Cardiopulmonary Function provides a comprehensive overview of the current state of knowledge regarding the benefits of yoga and diet interventions, identifies key areas for further investigation, and catalyzing future research initiatives aimed at unraveling the intricate mechanisms underlying these interventions. It further offers focus on the effects of yoga and diet on cardiopulmonary function. Covering topics including digestive health, biopsychosocial interactions, and synergistic wellness, this book is an excellent resource for cardiologists, therapists, healthcare educators, physicians, nutritionists, healthcare professionals, professionals, researchers, academicians, scholars, and more.
Cross Border Regions Cooperation And Implications For Organizations
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Author : Sousa, Bruno Barbosa
language : en
Publisher: IGI Global
Release Date : 2025-06-04
Cross Border Regions Cooperation And Implications For Organizations written by Sousa, Bruno Barbosa and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-04 with Business & Economics categories.
Strategic place marketing that uses natural resources and local assets to increase an organization’s regional competitiveness has significant influence on not only the organization’s economic growth but also its social and ecological aspects. By integrating cross-border regions and place marketing into territorial strategies, more collaborative relationships may be built with tourists, residents, and stakeholders. These strategic partnerships may, as a result, contribute to community engagement, territorial resilience, and sustainability. Furthermore, by broadening the breadth of place marketing and contiguous territorial spaces, the concepts become more interdisciplinary, having implications for other fields as well. Cross-Border Regions Cooperation and Implications for Organizations explores the evolution and trends of cross-border regions cooperation. Additionally, it discusses the implications for the future of organizations and customer relationship management. Covering topics such as experiential marketing, international volunteering, and shadow destinations, this book is an excellent resource for marketers, stakeholders, professionals, researchers, scholars, academicians, and more.
Intersections Of Law And Computational Intelligence In Health Governance
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Author : Vig, Komal
language : en
Publisher: IGI Global
Release Date : 2024-08-23
Intersections Of Law And Computational Intelligence In Health Governance written by Vig, Komal and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-23 with Law categories.
Intelligent technologies have vastly improved the efficiency of healthcare industries and intersections of law and governance. Computational intelligence provides effective tools for data management, contract analysis, legal research, and algorithm development. However, with the integration of computational intelligence in health governance, considerable legal concerns beg further exploration. Intersections of Law and Computational Intelligence in Health Governance examines computational intelligence related to healthcare and governance approaches. It addresses issues of healthcare data analysis and storage by presenting solutions using medical computational intelligence techniques. This book covers topics such as healthcare accessibility, medical law, deep learning, and drug discovery and classification, and is a valuable resource for lawyers, policy makers, healthcare workers, medical professionals, academicians, and researchers.
Artificial Intelligence And Bioinspired Computational Methods
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Author : Radek Silhavy
language : en
Publisher: Springer Nature
Release Date : 2020-08-08
Artificial Intelligence And Bioinspired Computational Methods written by Radek Silhavy and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-08 with Technology & Engineering categories.
This book gathers the refereed proceedings of the Artificial Intelligence and Bioinspired Computational Methods Section of the 9th Computer Science On-line Conference 2020 (CSOC 2020), held on-line in April 2020. Artificial intelligence and bioinspired computational methods now represent crucial areas of computer science research. The topics presented here reflect the current discussion on cutting-edge hybrid and bioinspired algorithms and their applications.
Convergence Of Internet Of Medical Things Iomt And Generative Ai
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Author : Kumar, V. Vinoth
language : en
Publisher: IGI Global
Release Date : 2025-02-05
Convergence Of Internet Of Medical Things Iomt And Generative Ai written by Kumar, V. Vinoth and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-05 with Computers categories.
In recent years, the convergence of the Internet of Medical Things (IoMT) and Generative Artificial Intelligence (AI) has revolutionized healthcare delivery, offering unprecedented opportunities to enhance patient care, improve clinical outcomes, and optimize healthcare systems globally. IoMT based smart healthcare system is a collection of several smart medical equipment including wearable devices and apps connected within the network to provide health information. Generative AI revolutionizes global health in areas like medical data synthesis, image enhancement, disease prediction and diagnosis, drug discovery, medical documentation, and personalized healthcare. It offers opportunities to overcome data scarcity and privacy concerns through synthetic data generation and supports accurate disease interpretation and diagnosis through image quality enhancement. However, as IoMT and Generative AI continue to be used across healthcare systems, it is critical to examine their impact on global health, considering diverse socio-economic contexts, cultural sensitivities, and ethical implications. Convergence of Internet of Medical Things (IoMT) and Generative AI explores recent advancements in IoMT and generative AI, with a focus on state-of-the-art approaches, methodologies, and systems for the design, development, deployment, and innovative use of those technologies. It provides insights on how to develop IoMT and generative AI technologies to meet smart business and society development demands, especially in the healthcare field. This book covers topics such as medical technology, wearable technology, and data science, and is a useful resource for medical and healthcare professionals, scientists, engineers, academicians, and researchers.
Generative Ai Techniques For Sustainability In Healthcare Security
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Author : Shah, Imdad Ali
language : en
Publisher: IGI Global
Release Date : 2024-12-02
Generative Ai Techniques For Sustainability In Healthcare Security written by Shah, Imdad Ali and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-02 with Medical categories.
In a world of constant change, sustainability and technology emerge as pivotal elements in healthcare. Generative artificial intelligence (AI) presents the capabilities of more accurate diagnoses, personalized treatment plans, and drug discovery, while certain operations in healthcare, such as managing relationships with healthcare systems often necessitate a human touch, these processes can be augmented by generative AI. Sustainability and health security are becoming increasingly important. The relationship between sustainability and health security is significant, as environmental factors such as air pollution, climate change, and access to green spaces can all affect human health. Generative AI Techniques for Sustainability in Healthcare Security provides a comprehensive understanding of generative AI techniques and their application for sustainability in health security, empowering readers with the knowledge needed to leverage these cutting-edge technologies effectively. Covering topics such as disease detection, drug discovery and development, and sustainability, this book is a valuable resource for scientists, medical professionals, hospital administrators, researchers, technologists, academicians, and more.
Social Inclusion Tactics For People With Intellectual And Developmental Disabilities
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Author : Chandan, Harish Chandra
language : en
Publisher: IGI Global
Release Date : 2024-10-24
Social Inclusion Tactics For People With Intellectual And Developmental Disabilities written by Chandan, Harish Chandra and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-24 with Social Science categories.
An intellectual and developmental disability (IDD) is a lifelong condition that limits intelligence, learning, and daily life skills. People with IDDs are often not integrated in mainstream society. They have fewer opportunities to participate in recreational activities, hindering their social inclusion, which has the potential to diminish quality of life. As a compassionate society, we must understand how people with IDDs can be socially integrated to ensure their mental health and to maximize their potential so that they can contribute to society in their unique way. Social Inclusion Tactics for People With Intellectual and Developmental Disabilities promotes the social integration of people with IDDs and aims to increase awareness about the lack of opportunities for socialization for people with IDDs. Covering topics such as autism, children with disabilities, and societal inclusion, this book is a valuable resource for organizations, policymakers, academicians, researchers, sociologists, and more.
Integrating Architecture And Design Into Sustainable Tourism Development
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Author : Hosseini, Farzaneh
language : en
Publisher: IGI Global
Release Date : 2024-12-23
Integrating Architecture And Design Into Sustainable Tourism Development written by Hosseini, Farzaneh and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-23 with Business & Economics categories.
The complex interplay between tourism, architecture, and sustainable development enhances comprehension of how architectural design may positively impact sustainable tourism. Creative programs that incorporate sustainable design, cultural heritage, and environmentally friendly materials and technologies harmonize environmental stewardship with tourism development, promoting sustainability in tourism through thoughtful and inventive design solutions. The convergence of sustainable design and tourism is vital in influencing the adoption of rules that encourage sustainable building standards within the tourism sector and for building a more sustainable future for tourism. Integrating Architecture and Design Into Sustainable Tourism Development strives to build a more sustainable future for tourism, where architectural and design considerations play a vital role in limiting environmental consequences while enhancing socio-cultural and economic benefits. Covering topics including virtual tourism, socio-economic equitability, and destination branding, this book is an excellent resource for architect professionals, urban planners, designers, hotel and resort developers, tourism operators, destination managers, policymakers, government officials, scholars, researcher, academicians, professionals, and more.