The Foundation of Precision Medicine: Integration of Electronic Health Records with Genomics Through Basic, Clinical, and Translational Research

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Publisher : Frontiers Media SA
ISBN 13 : 2889198723
Total Pages : 196 pages
Book Rating : 4.8/5 (891 download)

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Book Synopsis The Foundation of Precision Medicine: Integration of Electronic Health Records with Genomics Through Basic, Clinical, and Translational Research by : Mariza de Andrade

Download or read book The Foundation of Precision Medicine: Integration of Electronic Health Records with Genomics Through Basic, Clinical, and Translational Research written by Mariza de Andrade and published by Frontiers Media SA. This book was released on 2016-06-30 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: This eBook contains the 19 articles that were part of a Special Topic in Frontiers in Genetics entitled “Genetics Research in Electronic Health Records Linked to DNA Biobanks”. The Special Issue was published on-line in 2014-2015 and contained papers representing the diverse research ongoing in the integration of electronic health records (EHR) with genomics through basic, clinical, and translational research. We have divided the eBook into four Chapters. Chapter 1 describes the Electronic Medical Records and Genomics (eMERGE) network and its contri-bution to genomics. It highlights methodological questions related to large data sets such as imputation and population stratification. Chapter 2 describes the results of genetic studies on different diseases for which all the phenotypic information was extracted from the EHR with highly specific ePhenotyping algorithms. Chapter 3 focuses on more complex analyses of the genome including copy number variants (CNV), pleiotropy com-bined with phenome-wide association studies (PheWAS), and epistasis (gene-gene interactions). Chapter 4 discusses the use of genetic data together with EHR-derived clinical data in clinical settings, and how to return genetic results to patients and providers. It also contains a comprehensive review on genetic risk scores. We have included mostly Original Research Articles in the eBook, but also Reviews and Methods papers on the relevant topics of analyzing and integrating genomic data. The release of this eBook is timely, since several countries are launching Precision Medicine initiatives. Precision Medicine is a new concept in patient care taking into account individual variability in genetic, environmental and lifestyle factors, when treating diseases or trying to prevent them from developing. It has become an important focus for biomedical, clinical and translational informatics. The papers presented in this eBook are well positioned to educate the readers about Precision Medicine and to demonstrate the potential study designs, methods, strategies, and applications where this type of research can be performed successfully. The ultimate goal is to improve diagnostics and provide better, more targeted care to the patient.

The Foundation of Precision Medicine: Integration of Electronic Health Records with Nenomics Through Basic, Clinical, and Translational Research

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (136 download)

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Book Synopsis The Foundation of Precision Medicine: Integration of Electronic Health Records with Nenomics Through Basic, Clinical, and Translational Research by :

Download or read book The Foundation of Precision Medicine: Integration of Electronic Health Records with Nenomics Through Basic, Clinical, and Translational Research written by and published by . This book was released on 2016 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This eBook contains the 19 articles that were part of a Special Topic in Frontiers in Genetics entitled "Genetics Research in Electronic Health Records Linked to DNA Biobanks". The Special Issue was published on-line in 2014-2015 and contained papers representing the diverse research ongoing in the integration of electronic health records (EHR) with genomics through basic, clinical, and translational research. We have divided the eBook into four Chapters. Chapter 1 describes the Electronic Medical Records and Genomics (eMERGE) network and its contri-bution to genomics. It highlights methodological questions related to large data sets such as imputation and population stratification. Chapter 2 describes the results of genetic studies on different diseases for which all the phenotypic information was extracted from the EHR with highly specific ePhenotyping algorithms. Chapter 3 focuses on more complex analyses of the genome including copy number variants (CNV), pleiotropy com-bined with phenome-wide association studies (PheWAS), and epistasis (gene-gene interactions). Chapter 4 discusses the use of genetic data together with EHR-derived clinical data in clinical settings, and how to return genetic results to patients and providers. It also contains a comprehensive review on genetic risk scores. We have included mostly Original Research Articles in the eBook, but also Reviews and Methods papers on the relevant topics of analyzing and integrating genomic data. The release of this eBook is timely, since several countries are launching Precision Medicine initiatives. Precision Medicine is a new concept in patient care taking into account individual variability in genetic, environmental and lifestyle factors, when treating diseases or trying to prevent them from developing. It has become an important focus for biomedical, clinical and translational informatics. The papers presented in this eBook are well positioned to educate the readers about Precision Medicine and to demonstrate the potential study designs, methods, strategies, and applications where this type of research can be performed successfully. The ultimate goal is to improve diagnostics and provide better, more targeted care to the patient.

Genomic and Precision Medicine

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Author :
Publisher : Academic Press
ISBN 13 : 0128006536
Total Pages : 379 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Genomic and Precision Medicine by : Geoffrey S. Ginsburg

Download or read book Genomic and Precision Medicine written by Geoffrey S. Ginsburg and published by Academic Press. This book was released on 2022-04-09 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: Genomic and Precision Medicine: Oncology, Third Edition focuses on the applications of genome discovery as research points to personalized cancer therapies. Each chapter is organized to cover the application of genomics and personalized medicine tools and technologies to a) Risk Assessment and Susceptibility, b) Diagnosis and Prognosis, c) Pharmacogenomics and Precision Therapeutics, and d) Emerging and Future Opportunities in the field. Provides a comprehensive volume written and edited by oncology genomic specialists for oncology health providers Includes succinct commentary and key learning points that will assist providers with their local needs for implementation of genomic and personalized medicine into practice Presents an up-to-date overview on major opportunities for genomic and personalized medicine in practice Covers case studies that highlight the practical use of genomics in the management of patients

Clinical Decision Support for Pharmacogenomic Precision Medicine

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Publisher : Academic Press
ISBN 13 : 0128244542
Total Pages : 300 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Clinical Decision Support for Pharmacogenomic Precision Medicine by : Beth Devine

Download or read book Clinical Decision Support for Pharmacogenomic Precision Medicine written by Beth Devine and published by Academic Press. This book was released on 2022-06-14 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Clinical Decision Support for Pharmacogenomic Precision Medicine: Foundations and Implementation offers overviews, methods and strategies for translating genomic medicine to clinical practice. The book's authors explore incorporating pharmacogenetics into electronic health records, CDS methods and infrastructure for delivery, economic evaluation, the hospital administrations’ role and needs in integration, and patient counseling aspects. The book empowers clinicians, researchers, translational scientists, and data and IT experts to effectively navigate the complex landscape of CDS for pharmacogenomic precision medicine. Illustrative case studies of existing gene networks include CSER, eMERGE, the IGNITE network, DIGITIZE, the CDS Learning Network (RTI), ClinGen, Ubiquitous and CDS Hooks. Offers an applied, case-driven discussion of CDS for pharmacogenomic precision medicine Illustrates key concepts, contemporary developments, and future directions using examples of existing gene networks Features contributions from leading voices in precision medicine and clinical decision support

Genomics-Enabled Learning Health Care Systems

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Publisher : National Academies Press
ISBN 13 : 0309371155
Total Pages : 105 pages
Book Rating : 4.3/5 (93 download)

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Book Synopsis Genomics-Enabled Learning Health Care Systems by : Institute of Medicine

Download or read book Genomics-Enabled Learning Health Care Systems written by Institute of Medicine and published by National Academies Press. This book was released on 2015-07-08 with total page 105 pages. Available in PDF, EPUB and Kindle. Book excerpt: The inclusion of genomic data in a knowledge-generating health care system infrastructure is one promising way to harness the full potential of that information to provide better patient care. In such a system, clinical practice and research influence each other with the goal of improving the efficiency and effectiveness of disease prevention, diagnosis, and treatment. To examine pragmatic approaches to incorporating genomics in learning health care systems, the Institute of Medicine Roundtable on Translating Genomic-Based Research for Health hosted a workshop which convened a variety of stakeholder groups, including commercial developers, health information technology professionals, clinical providers, academic researchers, patient groups, and government and health system representatives, to present their perspectives and participate in discussions on maximizing the value that can be obtained from genomic information. The workshop examined how a variety of systems are capturing and making use of genomic data to generate knowledge for advancing health care in the 21st century. It also sought to evaluate the challenges, opportunities, and best practices for capturing or using genomic information in knowledge-generating health care systems. Genomics-Enabled Learning Health Care Systems summarizes the presentations and discussion of the workshop.

Translational Biomedical Informatics

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Publisher : Springer
ISBN 13 : 9811015031
Total Pages : 331 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Translational Biomedical Informatics by : Bairong Shen

Download or read book Translational Biomedical Informatics written by Bairong Shen and published by Springer. This book was released on 2016-10-31 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces readers to essential methods and applications in translational biomedical informatics, which include biomedical big data, cloud computing and algorithms for understanding omics data, imaging data, electronic health records and public health data. The storage, retrieval, mining and knowledge discovery of biomedical big data will be among the key challenges for future translational research. The paradigm for precision medicine and healthcare needs to integratively analyze not only the data at the same level – e.g. different omics data at the molecular level – but also data from different levels – the molecular, cellular, tissue, clinical and public health level. This book discusses the following major aspects: the structure of cross-level data; clinical patient information and its shareability; and standardization and privacy. It offers a valuable guide for all biologists, biomedical informaticians and clinicians with an interest in Precision Medicine Informatics.

Genomic and Precision Medicine

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Publisher : Academic Press
ISBN 13 : 9780128006818
Total Pages : 398 pages
Book Rating : 4.0/5 (68 download)

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Book Synopsis Genomic and Precision Medicine by : Geoffrey S. Ginsburg

Download or read book Genomic and Precision Medicine written by Geoffrey S. Ginsburg and published by Academic Press. This book was released on 2016-12-23 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: Genomic and Precision Medicine: Foundations, Translation, and Implementation highlights the various points along the continuum from health to disease where genomic information is impacting clinical decision-making and leading to more personalization of health care. The book pinpoints the challenges, barriers, and solutions that have been, or are being, brought forward to enable translation of genome based technologies into health care. A variety of infrastructure (data systems and EMRs), policy (regulatory, reimbursement, privacy), and research (comparative effectiveness research, learning health system approaches) strategies are also discussed. Readers will find this volume to be an invaluable resource for the translational genomics and implementation science that is required to fully realize personalized health care. Provides a comprehensive volume on the translation and implementation of biology into health care provision Presents succinct commentary and key learning points that will assist readers with their local needs for translation and implementation Includes an up-to-date overview on major 'translational events' in genomic and personalized medicine, along with lessons learned

Genomic Data Sharing

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Publisher : Academic Press
ISBN 13 : 0128198044
Total Pages : 232 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Genomic Data Sharing by : Jennifer B. Mccormick

Download or read book Genomic Data Sharing written by Jennifer B. Mccormick and published by Academic Press. This book was released on 2022-11-29 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Genomic Data Sharing: Case Studies, Challenges, and Opportunities for Precision Medicine provides a comprehensive overview of current and emerging issues in genomic data sharing. In this book, international leaders in genomic data examine these issues in-depth, offering practical case studies that highlight key successes, challenges and opportunities. Sections discuss the eMERGE Network, Undiagnosed Disease Network, Vanderbilt Biobank, Marshfield Clinic Biobank, Minnesota Authorization, Rochester Epidemiology Project, NIH sponsored biobanks, GINA, and Global Alliance for Genomics and Health (GA4GH). In addition to these perspectives from the frontlines, the book also provides succinct overviews of ethical, legal, social and IT challenges. Clinician investigators, clinicians affiliated with academic medical centers, policymakers and regulators will also gain insights that will allow them to navigate the increasingly complex ethical, social and clinical landscape of genomic data sharing. Covers both technical and ELSI (ethical, legal, and social implications) perspectives on genomic data sharing Includes applied case studies of existing genomic data sharing consortia, including the eMERGE Network, Undiagnosed Disease Network, and the Global Alliance for Genomics and Health (GA4GH), among others Features chapter contributions from international leaders in genomic data sharing

Genomic and Precision Medicine

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Publisher : Academic Press
ISBN 13 : 0128006544
Total Pages : 372 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Genomic and Precision Medicine by : Geoffrey S. Ginsburg

Download or read book Genomic and Precision Medicine written by Geoffrey S. Ginsburg and published by Academic Press. This book was released on 2017-03-30 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: Genomic and Precision Medicine: Primary Care, Third Edition is an invaluable resource on the state-of-the-art tools, technologies and policy issues that are required to fully realize personalized health care in the area of primary care. One of the major areas where genomic and personalized medicine is most active is the realm of the primary care practitioner. Risk, family history, personal genomics and pharmacogenomics are becoming increasingly important to the PCP and their patients, and this book discusses the implications as they relate to primary care practitioners. Presents a comprehensive volume for primary care providers Provides succinct commentary and key learning points that will assist providers with their local needs for the implementation of genomic and personalized medicine Includes a current overview on major opportunities for genomic and personalized medicine in practice Highlights case studies that illustrate the practical use of genomics in the management in patients

Genomic and Personalized Medicine

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Publisher : Academic Press
ISBN 13 : 0123822289
Total Pages : 1342 pages
Book Rating : 4.1/5 (238 download)

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Book Synopsis Genomic and Personalized Medicine by :

Download or read book Genomic and Personalized Medicine written by and published by Academic Press. This book was released on 2012-10-30 with total page 1342 pages. Available in PDF, EPUB and Kindle. Book excerpt: Genomic and Personalized Medicine, Second Edition — winner of a 2013 Highly Commended BMA Medical Book Award for Medicine — is a major discussion of the structure, history, and applications of the field, as it emerges from the campus and lab into clinical action. As with the first edition, leading experts review the development of the new science, the current opportunities for genome-based analysis in healthcare, and the potential of genomic medicine in future healthcare. The inclusion of the latest information on diagnostic testing, population screening, disease susceptability, and pharmacogenomics makes this work an ideal companion for the many stakeholders of genomic and personalized medicine. With advancing knowledge of the genome across and outside protein-coding regions of DNA, new comprehension of genomic variation and frequencies across populations, the elucidation of advanced strategic approaches to genomic study, and above all in the elaboration of next-generation sequencing, genomic medicine has begun to achieve the much-vaunted transformative health outcomes of the Human Genome Project, almost a decade after its official completion in April 2003. Highly Commended 2013 BMA Medical Book Award for Medicine More than 100 chapters, from leading researchers, review the many impacts of genomic discoveries in clinical action, including 63 chapters new to this edition Discusses state-of-the-art genome technologies, including population screening, novel diagnostics, and gene-based therapeutics Wide and inclusive discussion encompasses the formidable ethical, legal, regulatory and social challenges related to the evolving practice of genomic medicine Clearly and beautifully illustrated with 280 color figures, and many thousands of references for further reading and deeper analysis

Progress and Challenges in Precision Medicine

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Publisher : Academic Press
ISBN 13 : 0128095024
Total Pages : 346 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Progress and Challenges in Precision Medicine by : Mukesh Verma

Download or read book Progress and Challenges in Precision Medicine written by Mukesh Verma and published by Academic Press. This book was released on 2016-12-22 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: Progress and Challenges in Precision Medicine presents an insightful overview to the myriad factors of personalized and precision medicine. The availability of the human genome, large amounts of data on individual genetic variations, environmental interactions, influence of lifestyle, and cutting-edge tools and technologies for big-data analysis have led to the age of personalized and precision medicine. Bringing together a global range of experts on precision medicine, this book collects previously scattered information into one concise volume which covers the most important developments so far in precision medicine and also suggests the most likely avenues for future development. The book includes clinical information, informatics, public policy implications, and information on case studies. It is a useful reference and background work for students, researchers, and clinicians working in the biomedical and medical fields, as well as policymakers in the health sciences. Provides an overview of the growing field of precision medicine Contains chapters from geographically diverse experts in their field Explores important aspects of precision medicine, including applications, ethics, and development

Translational Informatics

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Publisher : Springer
ISBN 13 : 1447146468
Total Pages : 186 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Translational Informatics by : Philip R.O. Payne

Download or read book Translational Informatics written by Philip R.O. Payne and published by Springer. This book was released on 2014-08-23 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: Integrative and translational methodologies and frameworks have transformed modern biomedical research and the delivery of clinical care. This shift has been manifested in a number of ways, including the rapid growth and increasing availability of high-throughput bio-molecular instrumentation and analysis platforms, innovative clinical research programs intended to accelerate knowledge translation, and initial efforts to deliver personalized healthcare informed by the genomic profiles of patients. A common theme of reports and publications concerned with such transformative changes in the biomedical and healthcare domains is concerned with the challenges and opportunities related to the collection, management, integration, analysis, and dissemination of large-scale, heterogeneous biomedical data sets. In particular, the absence of well-established and adopted theoretical and practical frameworks intended to address such needs is a major impediment to the realization of translational and knowledge-driven healthcare, in which the best possible scientific evidence is used to inform the care of every patient. In this vacuum, the development of integrative clinical or translational research paradigms is significantly limited by the propagation of both data and expertise silos. This book details for the first time the current state of this extremely potent area of healthcare innovation and policy and defines the interaction between clinical/translational science and biomedical informatics.​

Toward Precision Medicine

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Publisher : National Academies Press
ISBN 13 : 0309222222
Total Pages : 142 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis Toward Precision Medicine by : National Research Council

Download or read book Toward Precision Medicine written by National Research Council and published by National Academies Press. This book was released on 2012-01-16 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Precision Medicine and Artificial Intelligence

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Publisher : Academic Press
ISBN 13 : 032385432X
Total Pages : 300 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Precision Medicine and Artificial Intelligence by : Michael Mahler

Download or read book Precision Medicine and Artificial Intelligence written by Michael Mahler and published by Academic Press. This book was released on 2021-03-12 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Precision Medicine and Artificial Intelligence: The Perfect Fit for Autoimmunity covers background on artificial intelligence (AI), its link to precision medicine (PM), and examples of AI in healthcare, especially autoimmunity. The book highlights future perspectives and potential directions as AI has gained significant attention during the past decade. Autoimmune diseases are complex and heterogeneous conditions, but exciting new developments and implementation tactics surrounding automated systems have enabled the generation of large datasets, making autoimmunity an ideal target for AI and precision medicine. More and more diagnostic products utilize AI, which is also starting to be supported by regulatory agencies such as the Food and Drug Administration (FDA). Knowledge generation by leveraging large datasets including demographic, environmental, clinical and biomarker data has the potential to not only impact the diagnosis of patients, but also disease prediction, prognosis and treatment options. Allows the readers to gain an overview on precision medicine for autoimmune diseases leveraging AI solutions Provides background, milestone and examples of precision medicine Outlines the paradigm shift towards precision medicine driven by value-based systems Discusses future applications of precision medicine research using AI Other aspects covered in the book include regulatory insights, data analytics and visualization, types of biomarkers as well as the role of the patient in precision medicine

Essentials of Genomic and Personalized Medicine

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Publisher : Academic Press
ISBN 13 : 0080958117
Total Pages : 851 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Essentials of Genomic and Personalized Medicine by : Geoffrey S. Ginsburg

Download or read book Essentials of Genomic and Personalized Medicine written by Geoffrey S. Ginsburg and published by Academic Press. This book was released on 2009-10-02 with total page 851 pages. Available in PDF, EPUB and Kindle. Book excerpt: Derived from the comprehensive two-volume set, Genomic and Personalized Medicine also edited by Drs. Willard and Ginsburg, this work serves the needs of the evolving population of scientists, researchers, practitioners and students that are embracing one of the most promising avenues for advances in diagnosis, prevention and treatment of human disease. From principles, methodology and translational approaches to genome discoveries and clinical applications, Essentials of Genomic and Personalized Medicine will be a valuable resource for various professionals and students across medical disciplines, including human genetics and genomics, oncology, neuroscience, gene therapy, molecular medicine, pharmacology, and biomedical sciences. Updates with regard to diagnostic testing, pharmacogenetics, predicting disease susceptibility, and other important research components as well as chapters dedicated to cardiovascular disease, oncology, inflammatory disease, metabolic disease, neuropsychiatric disease, and infectious disease, present this book as an essential tool for a variety of professionals and students who are endeavouring into the developing the diverse and practical field of genomic and personalized medicine. Full color throughout Includes contributions on genetic counselling, ethical, legal/regulatory, and social issues related to the practice of genomic medicine from leaders in the field Introductory chapter highlights differences between personalized and traditional medicine, promising areas of current research, and challenges to incorporate the latest research discoveries and practic Ancillary material includes case studies and lab questions which highlight the collaborative approach to the science

Realizing the Promise of Precision Medicine

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Publisher : Academic Press
ISBN 13 : 0128116366
Total Pages : 220 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Realizing the Promise of Precision Medicine by : Paul Cerrato

Download or read book Realizing the Promise of Precision Medicine written by Paul Cerrato and published by Academic Press. This book was released on 2017-08-24 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: Realizing the Promise of Precision Medicine: The Role of Patient Data, Mobile Technology, and Consumer Engagement explains the potential of personalized medicine and the value of those approaches in making that potential a reality. The book helps transform one-size-fits-all healthcare into a system that focuses on individual needs and the unique needs of each family member, discussing topics such as U.S. sponsored precision medicine initiative, genomics, the role of electronic health records and mobile medicine, patient engagement and empowerment, health information exchange and patient data protection. In addition, the book discusses the barriers and limitations of precision medicine and how to overcome them. Readers will find valuable insights into how big data, patient engagement, mobile technology, and genomics help individualize medical care and offer a pathway to help detect many undiscovered causes of diseases. Provides drawings and flow charts to help readers visualize the breadth and depth of precision medicine Includes sidebars with more details on specific topics for a complementary, deeper understanding of the main text Uses case studies to turn abstract concepts into flesh and blood examples of how personalized medicine benefits patients

Encyclopedia of Information Science and Technology, Fifth Edition

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Publisher : IGI Global
ISBN 13 : 1799834808
Total Pages : 1966 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Encyclopedia of Information Science and Technology, Fifth Edition by : Khosrow-Pour D.B.A., Mehdi

Download or read book Encyclopedia of Information Science and Technology, Fifth Edition written by Khosrow-Pour D.B.A., Mehdi and published by IGI Global. This book was released on 2020-07-24 with total page 1966 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rise of intelligence and computation within technology has created an eruption of potential applications in numerous professional industries. Techniques such as data analysis, cloud computing, machine learning, and others have altered the traditional processes of various disciplines including healthcare, economics, transportation, and politics. Information technology in today’s world is beginning to uncover opportunities for experts in these fields that they are not yet aware of. The exposure of specific instances in which these devices are being implemented will assist other specialists in how to successfully utilize these transformative tools with the appropriate amount of discretion, safety, and awareness. Considering the level of diverse uses and practices throughout the globe, the fifth edition of the Encyclopedia of Information Science and Technology series continues the enduring legacy set forth by its predecessors as a premier reference that contributes the most cutting-edge concepts and methodologies to the research community. The Encyclopedia of Information Science and Technology, Fifth Edition is a three-volume set that includes 136 original and previously unpublished research chapters that present multidisciplinary research and expert insights into new methods and processes for understanding modern technological tools and their applications as well as emerging theories and ethical controversies surrounding the field of information science. Highlighting a wide range of topics such as natural language processing, decision support systems, and electronic government, this book offers strategies for implementing smart devices and analytics into various professional disciplines. The techniques discussed in this publication are ideal for IT professionals, developers, computer scientists, practitioners, managers, policymakers, engineers, data analysts, and programmers seeking to understand the latest developments within this field and who are looking to apply new tools and policies in their practice. Additionally, academicians, researchers, and students in fields that include but are not limited to software engineering, cybersecurity, information technology, media and communications, urban planning, computer science, healthcare, economics, environmental science, data management, and political science will benefit from the extensive knowledge compiled within this publication.