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Privacy-Enhancing Technologies for Medical and Genomic Data: From Theory to Practice

Privacy-Enhancing Technologies for Medical and Genomic Data: From Theory to Practice
Author: Jean Louis Raisaro
Publisher:
Total Pages: 177
Release: 2018
Genre:
ISBN:
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Mots-clés de l'auteur: genomic privacy ; medical data protection ; genetic testing ; inference attacks ; homomorphic encryption ; property-preserving encryption ; differential privacy ; re-identification ; data sharing ; privacy-enhancing technologies.

AI in eHealth

AI in eHealth
Author: Marcelo Corrales Compagnucci
Publisher: Cambridge University Press
Total Pages: 493
Release: 2022-09-15
Genre: Law
ISBN: 1108924859
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The emergence of digital platforms and the new application economy are transforming healthcare and creating new opportunities and risks for all stakeholders in the medical ecosystem. Many of these developments rely heavily on data and AI algorithms to prevent, diagnose, treat, and monitor diseases and other health conditions. A broad range of medical, ethical and legal knowledge is now required to navigate this highly complex and fast-changing space. This collection brings together scholars from medicine and law, but also ethics, management, philosophy, and computer science, to examine current and future technological, policy and regulatory issues. In particular, the book addresses the challenge of integrating data protection and privacy concerns into the design of emerging healthcare products and services. With a number of comparative case studies, the book offers a high-level, global, and interdisciplinary perspective on the normative and policy dilemmas raised by the proliferation of information technologies in a healthcare context.

Privacy Enhancing Technologies

Privacy Enhancing Technologies
Author: George Danezis
Publisher: Springer Science & Business Media
Total Pages: 438
Release: 2006-12-14
Genre: Business & Economics
ISBN: 3540687904
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This book constitutes the thoroughly refereed post-proceedings of the 6th International Workshop on Privacy Enhancing Technologies, PET 2006, held in Cambridge, UK, in June 2006 co-located with WEIS 2006, the Workshop on the Economics of Information Security, and WOTE 2006, the IAVoSS Workshop On Trustworthy Elections. The 24 revised full papers present novel research on all theoretical and practical aspects of privacy technologies.

Beyond the HIPAA Privacy Rule

Beyond the HIPAA Privacy Rule
Author: Institute of Medicine
Publisher: National Academies Press
Total Pages: 334
Release: 2009-03-24
Genre: Computers
ISBN: 0309124999
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In the realm of health care, privacy protections are needed to preserve patients' dignity and prevent possible harms. Ten years ago, to address these concerns as well as set guidelines for ethical health research, Congress called for a set of federal standards now known as the HIPAA Privacy Rule. In its 2009 report, Beyond the HIPAA Privacy Rule: Enhancing Privacy, Improving Health Through Research, the Institute of Medicine's Committee on Health Research and the Privacy of Health Information concludes that the HIPAA Privacy Rule does not protect privacy as well as it should, and that it impedes important health research.

Artificial Intelligence in Healthcare

Artificial Intelligence in Healthcare
Author: Adam Bohr
Publisher: Academic Press
Total Pages: 385
Release: 2020-06-21
Genre: Computers
ISBN: 0128184396
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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

Federal Statistics, Multiple Data Sources, and Privacy Protection

Federal Statistics, Multiple Data Sources, and Privacy Protection
Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
Total Pages: 195
Release: 2018-01-27
Genre: Social Science
ISBN: 0309465370
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The environment for obtaining information and providing statistical data for policy makers and the public has changed significantly in the past decade, raising questions about the fundamental survey paradigm that underlies federal statistics. New data sources provide opportunities to develop a new paradigm that can improve timeliness, geographic or subpopulation detail, and statistical efficiency. It also has the potential to reduce the costs of producing federal statistics. The panel's first report described federal statistical agencies' current paradigm, which relies heavily on sample surveys for producing national statistics, and challenges agencies are facing; the legal frameworks and mechanisms for protecting the privacy and confidentiality of statistical data and for providing researchers access to data, and challenges to those frameworks and mechanisms; and statistical agencies access to alternative sources of data. The panel recommended a new approach for federal statistical programs that would combine diverse data sources from government and private sector sources and the creation of a new entity that would provide the foundational elements needed for this new approach, including legal authority to access data and protect privacy. This second of the panel's two reports builds on the analysis, conclusions, and recommendations in the first one. This report assesses alternative methods for implementing a new approach that would combine diverse data sources from government and private sector sources, including describing statistical models for combining data from multiple sources; examining statistical and computer science approaches that foster privacy protections; evaluating frameworks for assessing the quality and utility of alternative data sources; and various models for implementing the recommended new entity. Together, the two reports offer ideas and recommendations to help federal statistical agencies examine and evaluate data from alternative sources and then combine them as appropriate to provide the country with more timely, actionable, and useful information for policy makers, businesses, and individuals.

The DNA Mystique

The DNA Mystique
Author: Dorothy Nelkin
Publisher: University of Michigan Press
Total Pages: 317
Release: 2010-02-01
Genre: Social Science
ISBN: 0472025074
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"The DNA Mystique is a wake-up call to all who would dismiss America's love affair with 'the gene' as a merely eccentric obsession." --In These Times "Nelkin and Lindee are to be warmly congratulated for opening up this intriguing field [of genetics in popular culture] to further study." --Nature The DNA Mystique suggests that the gene in popular culture draws on scientific ideas but is not constrained by the technical definition of the gene as a section of DNA that codes for a protein. In highlighting DNA as it appears in soap operas, comic books, advertising, and other expressions of mass culture, the authors propose that these domains provide critical insights into science itself. With a new introduction and conclusion, this edition will continue to be an engaging, accessible, and provocative text for the sociology, anthropology, and bioethics classroom, as well as stimulating reading for those generally interested in science and culture.

Encyclopedia of Applied Ethics

Encyclopedia of Applied Ethics
Author:
Publisher: Academic Press
Total Pages: 3467
Release: 2012-01-10
Genre: Social Science
ISBN: 0123739322
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The Encyclopedia of Applied Ethics, Second Edition, Four Volume Set addresses both the physiological and the psychological aspects of human behavior. Carefully crafted, well written, and thoroughly indexed, the encyclopedia helps users - whether they are students just beginning formal study of the broad field or specialists in a branch of psychology - understand the field and how and why humans behave as we do. The work is an all-encompassing reference providing a comprehensive and definitive review of the field. A broad and inclusive table of contents ensures detailed investigation of historical and theoretical material as well as in-depth analysis of current issues. Several disciplines may be involved in applied ethics: one branch of applied ethics, for example, bioethics, is commonly explicated in terms of ethical, legal, social, and philosophical issues. Editor-in-Chief Ruth Chadwick has put together a group of leading contributors ranging from philosophers to practitioners in the particular fields in question, to academics from disciplines such as law and economics. The 376 chapters are divided into 4 volumes, each chapter falling into a subject category including Applied Ethics; Bioethics; Computers and Information Management; Economics/Business; Environmental Ethics; Ethics and Politics; Legal; Medical Ethics; Philosophy/Theories; Social; and Social/Media. Concise entries (ten pages on average) provide foundational knowledge of the field Each article will features suggested readings pointing readers to additional sources for more information, a list of related websites, a 5-10 word glossary and a definition paragraph, and cross-references to related articles in the encyclopedia Newly expanded editorial board and a host of international contributors from the US, Australia, Belgium, Canada, France, Germany, Ireland, Israel, Japan, Sweden, and the United Kingdom The 376 chapters are divided into 4 volumes, each chapter falling into a subject category including Applied Ethics; Bioethics; Computers and Information Management; Economics/Business; Environmental Ethics; Ethics and Politics; Legal; Medical Ethics; Philosophy/Theories; Social; and Social/Media

Data Analytics in Medicine: Concepts, Methodologies, Tools, and Applications

Data Analytics in Medicine: Concepts, Methodologies, Tools, and Applications
Author: Management Association, Information Resources
Publisher: IGI Global
Total Pages: 2071
Release: 2019-12-06
Genre: Medical
ISBN: 1799812057
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Advancements in data science have created opportunities to sort, manage, and analyze large amounts of data more effectively and efficiently. Applying these new technologies to the healthcare industry, which has vast quantities of patient and medical data and is increasingly becoming more data-reliant, is crucial for refining medical practices and patient care. Data Analytics in Medicine: Concepts, Methodologies, Tools, and Applications is a vital reference source that examines practical applications of healthcare analytics for improved patient care, resource allocation, and medical performance, as well as for diagnosing, predicting, and identifying at-risk populations. Highlighting a range of topics such as data security and privacy, health informatics, and predictive analytics, this multi-volume book is ideally designed for doctors, hospital administrators, nurses, medical professionals, IT specialists, computer engineers, information technologists, biomedical engineers, data-processing specialists, healthcare practitioners, academicians, and researchers interested in current research on the connections between data analytics in the field of medicine.

Toward Precision Medicine

Toward Precision Medicine
Author: National Research Council
Publisher: National Academies Press
Total Pages: 142
Release: 2012-01-16
Genre: Medical
ISBN: 0309222222
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Motivated by the explosion of molecular data on humans-particularly data associated with individual patients-and the sense that there are large, as-yet-untapped opportunities to use this data to improve health outcomes, Toward Precision Medicine explores the feasibility and need for "a new taxonomy of human disease based on molecular biology" and develops a potential framework for creating one. The book says that a new data network that integrates emerging research on the molecular makeup of diseases with clinical data on individual patients could drive the development of a more accurate classification of diseases and ultimately enhance diagnosis and treatment. The "new taxonomy" that emerges would define diseases by their underlying molecular causes and other factors in addition to their traditional physical signs and symptoms. The book adds that the new data network could also improve biomedical research by enabling scientists to access patients' information during treatment while still protecting their rights. This would allow the marriage of molecular research and clinical data at the point of care, as opposed to research information continuing to reside primarily in academia. Toward Precision Medicine notes that moving toward individualized medicine requires that researchers and health care providers have access to very large sets of health- and disease-related data linked to individual patients. These data are also critical for developing the information commons, the knowledge network of disease, and ultimately the new taxonomy.