Precision Medicine and Artificial Intelligence

Precision Medicine and Artificial Intelligence
Title Precision Medicine and Artificial Intelligence PDF eBook
Author Michael Mahler
Publisher Academic Press
Pages 302
Release 2021-03-12
Genre Science
ISBN 032385432X

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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

Toward Precision Medicine

Toward Precision Medicine
Title Toward Precision Medicine PDF eBook
Author National Research Council
Publisher National Academies Press
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.

Precision Medicine: A Guide to Genomics in Clinical Practice

Precision Medicine: A Guide to Genomics in Clinical Practice
Title Precision Medicine: A Guide to Genomics in Clinical Practice PDF eBook
Author Jeanette J. McCarthy
Publisher McGraw Hill Professional
Pages 230
Release 2017-01-05
Genre Medical
ISBN 1259644146

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Incorporate genomics into every applicable area of your clinical practice with this complete how-to guide Doody's Core Titles for 2021! Precision Medicine: A Guide to Genomics in Clinical Practice is a comprehensive, yet succinct overview of the practice of genomic medicine. It is written for general healthcare practitioners, specialists, and trainees with the goal of providing detailed guidance on how to incorporate genomic medicine into daily practice. Features that make this book valuable to every practice: Intentionally avoids excessive technical content and consistently emphasizes real-life patient care and decision support Follows the course of a human life, beginning before conception through pregnancy, childhood, and adulthood, discussing the current and future applications of genomics and precision medicine at each stage Organization allows healthcare providers to quickly and easily find the information relevant to their practice. The authors highlight common pitfalls – technical and ethical – that might complicate the delivery of quality genomic healthcare Enhanced by eleven valuable appendices that cover important topics ranging from the basics of genetics to ethical issues to regulation and reimbursement If you are searching for a clinically relevant, non-technical resource that will teach you how genomic medicine can and should be practiced in your specific field of interest, Precision Medicine: A Guide to Genomics in Clinical Practice belongs on your desk.

Personalized and Precision Medicine Informatics

Personalized and Precision Medicine Informatics
Title Personalized and Precision Medicine Informatics PDF eBook
Author Terrence Adam
Publisher Springer Nature
Pages 349
Release 2019-09-17
Genre Medical
ISBN 3030186261

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This book adopts an integrated and workflow-based treatment of the field of personalized and precision medicine (PPM). Outlined within are established, proven and mature workflows as well as emerging and highly-promising opportunities for development. Each workflow is reviewed in terms of its operation and how they are enabled by a multitude of informatics methods and infrastructures. The book goes on to describe which parts are crucial to discovery and which are essential to delivery and how each of these interface and feed into one-another. Personalized and Precision Medicine Informatics provides a comprehensive review of the integrative as well as interpretive nature of the topic and brings together a large body of literature to define the topic and ensure that this is the key reference for the topic. It is an unique contribution that is positioned to be an essential guide for both PPM experts and non-experts, and for both informatics and non-informatics professionals.

Economic Dimensions of Personalized and Precision Medicine

Economic Dimensions of Personalized and Precision Medicine
Title Economic Dimensions of Personalized and Precision Medicine PDF eBook
Author Ernst R. Berndt
Publisher University of Chicago Press
Pages 361
Release 2019-04-22
Genre Business & Economics
ISBN 022661106X

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Personalized and precision medicine (PPM)—the targeting of therapies according to an individual’s genetic, environmental, or lifestyle characteristics—is becoming an increasingly important approach in health care treatment and prevention. The advancement of PPM is a challenge in traditional clinical, reimbursement, and regulatory landscapes because it is costly to develop and introduces a wide range of scientific, clinical, ethical, and socioeconomic issues. PPM raises a multitude of economic issues, including how information on accurate diagnosis and treatment success will be disseminated and who will bear the cost; changes to physician training to incorporate genetics, probability and statistics, and economic considerations; questions about whether the benefits of PPM will be confined to developed countries or will diffuse to emerging economies with less developed health care systems; the effects of patient heterogeneity on cost-effectiveness analysis; and opportunities for PPM’s growth beyond treatment of acute illness, such as prevention and reversal of chronic conditions. This volume explores the intersection of the scientific, clinical, and economic factors affecting the development of PPM, including its effects on the drug pipeline, on reimbursement of PPM diagnostics and treatments, and on funding of the requisite underlying research; and it examines recent empirical applications of PPM.

Greek Medicine from Hippocrates to Galen

Greek Medicine from Hippocrates to Galen
Title Greek Medicine from Hippocrates to Galen PDF eBook
Author Jacques Jouanna
Publisher BRILL
Pages 424
Release 2012-07-25
Genre History
ISBN 9004208593

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This volume makes available in English translation a selection of Jacques Jouanna's papers on Greek and Roman medicine, ranging from the early beginnings of Greek medicine to late antiquity.

Progress and Challenges in Precision Medicine

Progress and Challenges in Precision Medicine
Title Progress and Challenges in Precision Medicine PDF eBook
Author Mukesh Verma
Publisher Academic Press
Pages 346
Release 2016-12-22
Genre Science
ISBN 0128095024

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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