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Exploring Personal Genomics
Rapid advances in high-throughput genome sequencing technologies foreshadow a near-future in which millions of individuals will gain affordable access to their complete genome sequence. This promises to give unprecedented insights into the fundamental biological nature of ourselves and our species: where we came from, how we are born, how we interact with our environment, how we get sick, how we get well, and how we age. Personal genomics is therefore an important component of the inevitable transition towards personalized medicine, as the medical establishment begins to explore and evaluate the role of personal genomics in health and medicine. However there is currently very little training...
Soft Computing Techniques in Connected Healthcare Systems
Provides applications of soft computing techniques related to healthcare systems, such as machine learning, fuzzy logic, and statistical mathematics, play in the advancements of smart healthcare systems Examine descriptive, predictive, and social network techniques and discusses analytical tools and the important role they play in enhancing the services to connected healthcare systems Addresses real-time challenges and case studies in the Healthcare industry Presents various soft computing methodologies like fuzzy logic, ANN, and Genetic Algorithms, to help decision making Focuses on data-centric operations in the Healthcare industry
The Future of Scientific Knowledge Discovery in Open Networked Environments
Digital technologies and networks are now part of everyday work in the sciences, and have enhanced access to and use of scientific data, information, and literature significantly. They offer the promise of accelerating the discovery and communication of knowledge, both within the scientific community and in the broader society, as scientific data and information are made openly available online. The focus of this project was on computer-mediated or computational scientific knowledge discovery, taken broadly as any research processes enabled by digital computing technologies. Such technologies may include data mining, information retrieval and extraction, artificial intelligence, distributed ...
Drug Repositioning
Nervous system diseases represent a major health concern worldwide. Although important financial and professional investment, their etiology and pathophysiology still remain mostly elusive. Moreover, the clinical need of disease-modifying therapies is still unmet. In the last decades, traditional R&D has failed in identifying new effective therapies in many medical areas and drug repositioning has recently emerged as a promising alternative strategy to de novo drug discovery to improve and accelerate therapeutic development. For the first time, Drug Repositioning: Approaches and Applications for Neurotherapeutics reviews history and advances in drug repositioning, with a special focus on the...
The Ethical Governance of Artificial Intelligence and Machine Learning in Healthcare
This book explores the ethical governance of Artificial Intelligence (AI) & Machine Learning (ML) in healthcare. AI/ML usage in healthcare as well as our daily lives is not new. However, the direct, and oftentimes long-term effects of current technologies, in addition to the onset of future innovations, have caused much debate about the safety of AI/ML. On the one hand, AI/ML has the potential to provide effective and efficient care to patients, and this sways the argument in favor of continuing to use AI/ML; but on the other hand, the dangers (including unforeseen future consequences of the further development of the technology) leads to vehement disagreement with further AI/ML usage. Due to its potential for beneficial outcomes, the book opts to push for ethical AI/ML to be developed and examines various areas in healthcare, such as big data analytics and clinical decision-making, to uncover and discuss the importance of developing ethical governance for AI/ML in this setting.
The Political Economy of Robots
This collection examines implications of technological automation to global prosperity and peace. Focusing on robots, information communication technologies, and other automation technologies, it offers brief interventions that assess how automation may alter extant political, social, and economic institutions, norms, and practices that comprise the global political economy. In doing so, this collection deals directly with such issues as automated production, trade, war, state sanctioned robot violence, financial speculation, transnational crime, and policy decision making. This interdisciplinary volume will appeal to students, scholars and practitioners grappling with political, economic, and social problems that arise from rapid technological change that automates the prospects for human prosperity and peace.
Cognitive Predictive Maintenance Tools for Brain Diseases
This book involves the design, analysis, and application of various cognitive predictive maintenance tests with the help of tools like vibration analysis, ultrasonic analysis, infrared analysis, oil analysis, laser-shaft alignment, and motor circuit analysis in the prediction of various cognitive diseases such as epilepsy, Parkinson’s disease, Alzheimer’s disease, and depression. These are needed since there are no proper medical tests available to predict these diseases in remote areas at an early stage. Various emerging technologies are analyzed for the design of tests. Key features: Incorporates innovative processes for treating cognitive diseases. Early and exact identification and t...
Computational Intelligence in Medical Decision Making and Diagnosis
Computation intelligence (CI) paradigms, including artificial neural networks, fuzzy systems, evolutionary computing techniques, and intelligent agents, form the basis of making clinical decisions. This book explains different aspects of the current research on CI technologies applied in the field of medical diagnosis. It discusses critical issues related to medical diagnosis, like uncertainties in the medical domain, problems in the medical data, especially dealing with time-stamped data, and knowledge acquisition. Features: Introduces recent applications of new computational intelligence technologies focusing on medical diagnosis issues. Reviews multidisciplinary research in health care, l...
Exploring Personal Genomics
Rapid advances in high-throughput genome sequencing technologies foreshadow a near-future in which millions of individuals will gain affordable access to their complete genome sequence. This promises to offer unprecedented insights into the fundamental biological nature of ourselves and our species: where we came from, how we begin our lives, how we develop and grow, how we interact with our environment, how we get sick, how we get well, and how we age. Personal genomics is an essential component of the inevitable transition towards personalized health and medicine. As the medical establishment begins to explore and evaluate the role of personal genomics in health and medicine, both clinicia...
An Epidemic of Absence
A brilliant, groundbreaking report on the dramatic rise of allergic and autoimmune disease, and the controversial therapies scientists are developing to correct these disorders. From asthma to Crohn’s disease, everyone knows someone who suffers from an allergic or autoimmune disorder. And if it appears that the prevalence of these maladies has increased recently, that’s because it has—to levels never before seen in human history. These days no fewer than one in five—and likely more—Americans suffers from one of these ailments. We seem newly, and bafflingly, vulnerable to immune system malfunction. Why? One possibility is that we have systematically cleaned ourselves to illness; thi...
