2020-10
Author: Mark Chang
Publisher:
ISBN:
Category :
Languages : en
Pages : 133
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Book Description
Artificial intelligence (AI) is transforming the practice of medicine. It is helping doctors diagnose patients more accurately, predict treatment effects on individuals, and recommend better treatments. AI is also transforming the drug discovery and development process, helping pharmaceutical researchers to identify and design active drug candidates, and reducing the cost of the clinical testing phase. Recently, the FDA moved toward a new, tailored review framework for artificial intelligence-based medical devices (Gottlieb, April 2019).This book is intended for a broad readership: sufficiently straightforward for college freshmen and informative enough for researchers. Chapter 1 gives a gentle introduction to the five ML categories of learning: supervised, unsupervised, reinforcement, evolutionary and swarm intelligence. Chapters 2 through 6 discuss the key concepts of the main methods in each of the five AI categories and their applications in pharmaceutical research & development and healthcare. Chapter 7 provides a state-of-the-art review of AI applications in prescription drug discovery, development, pharmacovigilance, and healthcare. Chapter 8 discusses artificial general intelligence and its controversies, challenges, and likely future directions. A few equations are included to effectively deliver key concepts and 100 key references are cited to meet researchers' needs. The book is a simplified version of my previous book: Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare. Readers who want to get hands on experiences may explore the book with computer code in R.
Author: Mark Chang
Publisher:
ISBN:
Category :
Languages : en
Pages : 133
View
Book Description
Artificial intelligence (AI) is transforming the practice of medicine. It is helping doctors diagnose patients more accurately, predict treatment effects on individuals, and recommend better treatments. AI is also transforming the drug discovery and development process, helping pharmaceutical researchers to identify and design active drug candidates, and reducing the cost of the clinical testing phase. Recently, the FDA moved toward a new, tailored review framework for artificial intelligence-based medical devices (Gottlieb, April 2019).This book is intended for a broad readership: sufficiently straightforward for college freshmen and informative enough for researchers. Chapter 1 gives a gentle introduction to the five ML categories of learning: supervised, unsupervised, reinforcement, evolutionary and swarm intelligence. Chapters 2 through 6 discuss the key concepts of the main methods in each of the five AI categories and their applications in pharmaceutical research & development and healthcare. Chapter 7 provides a state-of-the-art review of AI applications in prescription drug discovery, development, pharmacovigilance, and healthcare. Chapter 8 discusses artificial general intelligence and its controversies, challenges, and likely future directions. A few equations are included to effectively deliver key concepts and 100 key references are cited to meet researchers' needs. The book is a simplified version of my previous book: Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare. Readers who want to get hands on experiences may explore the book with computer code in R.
Author:
Publisher: DIANE Publishing
ISBN: 9781422324899
Category : Evidence-based medicine
Languages : en
Pages : 476
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Book Description
Author: Elizabeth R. Mackenzie, PhD
Publisher: Springer Publishing Company
ISBN: 0826138063
Category : Medical
Languages : en
Pages : 344
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Book Description
The field of Complementary and Alternative Medicine (CAM) is expected to grow tremendously in the next few years. In addition to an increase in the general population, the baby-boomer generation is quickly entering retirement and will likely take advantage of CAM increasingly as it ages. Although CAM research as applied to aging is just beginning and health professionals receive no special training in CAM and aging, the United States population still continues to employ it. For diagnoses that accompany aging such as cancer, neurological diseases, psychiatric disorders, and physical disabilities, CAM has often been used in addition to or in place of unsuccessful conventional methods of treatment. This new and up-to-the-minute compendium of reliable and authoritative information on complementary and alternative therapies seeks to provide information that older adults may use as they seek to improve their health and quality of life. Covering dietary means; physical, mental, and spiritual methods of treatment; and various types of therapies, this handbook is the most comprehensive and up-to-date resource on complementary and alternative medicine available today. Each chapter or article includes: Brief definition of modality Anecdotal reports of usefulness Discussion of scientific evidence for and against modality List of resources that reader can use to find further information Examples of therapies covered include: Art & Music Massage Acupuncture Meditation Homeopathy Ayurveda Aromatherapy
Author: Brian Luke Seaward
Publisher: Jones & Bartlett Publishers
ISBN: 1449675654
Category : Body, Mind & Spirit
Languages : en
Pages : 608
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Book Description
Managing Stress, Seventh Edition, provides a comprehensive approach to stress management honoring the integration, balance, and harmony of mind, body, spirit, and emotions. The holistic approach taken by internationally acclaimed lecturer and author Brian Luke Seaward gently guides the reader to greater levels of mental, emotional, physical, and spiritual well-being by emphasizing the importance of mind-body-spirit unity. Referred to as the “authority on stress management” by students and professionals, this book gives students the tools needed to identify and manage stress while teaching them how to strive for health and balance.
Author: Lloyd Minor
Publisher: John Wiley & Sons
ISBN: 1119672740
Category : Medical
Languages : en
Pages : 288
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Book Description
Today we are on the brink of a much-needed transformative moment for health care. The U.S. health care system is designed to be reactive instead of preventive. The result is diagnoses that are too late and outcomes that are far worse than our level of spending should deliver. In recent years, U.S. life expectancy has been declining. Fundamental to realizing better health, and a more effective health care system, is advancing the disruptive thinking that has spawned innovation in Silicon Valley and throughout the world. That's exactly what Stanford Medicine has done by proposing a new vision for health and health care. In Discovering Precision Health, Lloyd Minor and Matthew Rees describe a holistic approach that will set health care on the right track: keep people healthy by preventing disease before it starts and personalize the treatment of individuals precisely, based on their specific profile. With descriptions of the pioneering work undertaken at Stanford Medicine, complemented by fascinating case studies of innovations from entities including the Chan Zuckerberg Biohub, GRAIL, and Impossible Foods, Minor and Rees present a dynamic vision for the future of individual health and health care. You'll see how tools from smartphone technology to genome sequencing to routine blood tests are helping avert illness and promote health. And you'll learn about the promising progress already underway in bringing greater precision to the process of predicting, preventing, and treating a range of conditions, including allergies, mental illness, preterm birth, cancer, stroke, and autism. The book highlights how biomedical advances are dramatically improving our ability to treat and cure complex diseases, while emphasizing the need to devote more attention to social, behavioral, and environmental factors that are often the primary determinants of health. The authors explore thought-provoking topics including: The unlikely role of Google Glass in treating autism How gene editing can advance precision in treating disease What medicine can learn from aviation Discovering Precision Health showcases entirely new ways of thinking about health and health care and can help empower us to lead healthier lives.
Author: Neeraj Mohan
Publisher: CRC Press
ISBN: 1000460541
Category : Technology & Engineering
Languages : en
Pages : 310
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Book Description
This book provides a comprehensive, conceptual, and detailed overview of the wide range of applications of Artificial Intelligence, Machine Learning, and Data Science and how these technologies have an impact on various domains such as healthcare, business, industry, security, and how all countries around the world are feeling this impact. The book aims at low-cost solutions which could be implemented even in developing countries. It highlights the significant impact these technologies have on various industries and on us as humans. It provides a virtual picture of forthcoming better human life shadowed by the new technologies and their applications and discusses the impact Data Science has on business applications. The book will also include an overview of the different AI applications and their correlation between each other. The audience is graduate and postgraduate students, researchers, academicians, institutions, and professionals who are interested in exploring key technologies like Artificial Intelligence, Machine Learning, and Data Science.
Author: Hironobu Matsushita
Publisher: Springer Nature
ISBN: 981153781X
Category : Medical
Languages : en
Pages : 174
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Book Description
This book is the first to approach healthcare informatics from the perspective of innovation. Drawing on the unique pairing of information and innovation, it offers an analysis to help readers rethink information technology, knowledge management, interprofessional collaboration and the generation of wisdom in the context of healthcare.The concept of “translational” research stems from the medical and health sciences, and features bidirectional and recursive information-generation processes involving bed-to-bench and bench-to-bed approaches. Based partly on this, translational systems science has become a new trend within systems sciences, motivated by the need for practical applications that help people by offering holistic systems solutions for complex ideas. Today, numerous innovations are emerging in diversified clinical practices, and there has been a remarkable convergence of new technologies in disciplines like genome therapy, immunotherapy, iPS cells, imaging diagnosis, personalized medicine, molecular targeted drugs, surgical robots, and remote nursing. Innovation is also occurring in health management fields, including health records, insurance reimbursement methods, quality control, and safety. In these areas, big data and machine learning are accelerating innovation. Behind these innovations are the creation, sharing, bridging, and translation of data, information, knowledge, and wisdom, and as such health informatics is critical in promoting health innovations.The book explores the horizons of health informatics, introducing cutting-edge practical cases and theoretical frameworks, including but not limited to fields such as big data, machine learning, drug discovery, interprofessional collaboration, electronic health records, robotics, telenursing, quality improvement, and safety.
Author: Christopher Burr
Publisher: Springer Nature
ISBN: 3030505855
Category : Philosophy
Languages : en
Pages : 265
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Book Description
This book brings together international experts from a wide variety of disciplines, in order to understand the impact that digital technologies have had on our well-being as well as our understanding of what it means to live a life that is good for us. The multidisciplinary perspective that this collection offers demonstrates the breadth and importance of these discussions, and represents a pivotal and state-of-the-art contribution to the ongoing discussion concerning digital well-being. Furthermore, this is the first book that captures the complex set of issues that are implicated by the ongoing development of digital technologies, impacting our well-being either directly or indirectly. By helping to clarify some of the most pertinent issues, this collection clarifies the risks and opportunities associated with deploying digital technologies in various social domains. Chapter 2 is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
Author: Brian Seaward
Publisher: Jones & Bartlett Publishers
ISBN: 0763798339
Category : Medical
Languages : en
Pages : 586
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Book Description
Managing Stress, Seventh Edition, provides a comprehensive approach to stress management honoring the integration, balance, and harmony of mind, body, spirit, and emotions. The holistic approach taken by internationally acclaimed lecturer and author Brian Luke Seaward gently guides the reader to greater levels of mental, emotional, physical, and spiritual well-being by emphasizing the importance of mind-body-spirit unity. Referred to as the “authority on stress management” by students and professionals, this book gives students the tools needed to identify and manage stress while teaching them how to strive for health and balance.
Author: Poonam Tanwar
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110715341
Category : Computers
Languages : en
Pages : 333
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Book Description
This book uncovers stakes and possibilities offered by Computational Intelligence and Predictive Analytics to Medical Science. The main focus is on data technologies,classification, analysis and mining, information retrieval, and in the algorithms needed to elaborate the informations. A section with use cases and applications follows the two main parts of the book, respectively dedicated to the foundations and techniques of the discipline.
