Artificial Intelligence in Medical Imaging

Artificial Intelligence in Medical Imaging PDF
By:Lia Morra,Silvia Delsanto,Loredana Correale
Published on 2019-11-25 by CRC Press

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This book, written by authors with more than a decade of experience in the design and development of artificial intelligence (AI) systems in medical imaging, will guide readers in the understanding of one of the most exciting fields today. After an introductory description of classical machine learning techniques, the fundamentals of deep learning are explained in a simple yet comprehensive manner. The book then proceeds with a historical perspective of how medical AI developed in time, detailing which applications triumphed and which failed, from the era of computer aided detection systems on to the current cutting-edge applications in deep learning today, which are starting to exhibit on-par performance with clinical experts. In the last section, the book offers a view on the complexity of the validation of artificial intelligence applications for commercial use, describing the recently introduced concept of software as a medical device, as well as good practices and relevant considerations for training and testing machine learning systems for medical use. Open problematics on the validation for public use of systems which by nature continuously evolve through new data is also explored. The book will be of interest to graduate students in medical physics, biomedical engineering and computer science, in addition to researchers and medical professionals operating in the medical imaging domain, who wish to better understand these technologies and the future of the field. Features: An accessible yet detailed overview of the field Explores a hot and growing topic Provides an interdisciplinary perspective

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Book which was published by CRC Press since 2019-11-25 have ISBNs, ISBN 13 Code is 9781000753080 and ISBN 10 Code is 1000753085

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Complete Book of Medical Schools, 2002 Edition

Complete Book of Medical Schools, 2002 Edition PDF
By:Malaika Stoll
Published on 2001-10 by Princeton Review

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Every school accredited by the Association of American Medical Colleges - plus osteopathic programs - is profiled in the |Complete Book of Medical Schools| with thorough and current information. All of the essentials, such as addresses, Web sites, deadlines, tuition, financial aid, and much more, are included. Students can learn how much clinical exposure to expect during preclinical years, what the grading and promotion policy is, and what special programs are available for members of minority groups at any accredited school. The |Complete Book of Medical Schools| even prepares students for their interviews with the selection committee.

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Advances in Computers

Advances in Computers PDF
By:
Published on 1994-09-29 by Academic Press

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Advances in Computers

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Public Health

Public Health PDF
By:George Eastman Pickett
Published on 1990 by

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Bacteriological Proceedings

Bacteriological Proceedings PDF
By:American Society for Microbiology
Published on 1956 by

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Journal of Agricultural and Applied Economics

Journal of Agricultural and Applied Economics PDF
By:
Published on 2007 by

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The Pharmacist in Public Health

The Pharmacist in Public Health PDF
By:Hoai-An Truong,James L. Bresette,Jill A. Sellers
Published on 2010 by Amer Pharmacists Assn

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This book adequately captures the current state of affairs and issues relating to public health and the pharmacists' role in this area. One of the unique features is the Actions for Change Today section which details/itemizes the unmet needs in each area of public health.

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Mathematical Tools for Understanding Infectious Disease Dynamics

Mathematical Tools for Understanding Infectious Disease Dynamics PDF
By:Odo Diekmann,Hans Heesterbeek,Tom Britton
Published on 2012-11-18 by Princeton University Press

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Mathematical modeling is critical to our understanding of how infectious diseases spread at the individual and population levels. This book gives readers the necessary skills to correctly formulate and analyze mathematical models in infectious disease epidemiology, and is the first treatment of the subject to integrate deterministic and stochastic models and methods. Mathematical Tools for Understanding Infectious Disease Dynamics fully explains how to translate biological assumptions into mathematics to construct useful and consistent models, and how to use the biological interpretation and mathematical reasoning to analyze these models. It shows how to relate models to data through statistical inference, and how to gain important insights into infectious disease dynamics by translating mathematical results back to biology. This comprehensive and accessible book also features numerous detailed exercises throughout; full elaborations to all exercises are provided. Covers the latest research in mathematical modeling of infectious disease epidemiology Integrates deterministic and stochastic approaches Teaches skills in model construction, analysis, inference, and interpretation Features numerous exercises and their detailed elaborations Motivated by real-world applications throughout

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Epidemiology

Epidemiology PDF
By:Judith S. Mausner,Shira Kramer
Published on 1985 by

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Epidemiology of Avian Influenza Viruses

Epidemiology of Avian Influenza Viruses PDF
By:Irene Iglesias,Timothée Vergne,Mathilde C. Paul,Paolo Mulatti,Thanawat Tiensin
Published on 2019-08-29 by Frontiers Media SA

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Avian influenza is a highly contagious viral disease, characterized by intense circulation in the wild waterbird reservoirs, with periodical introductions into the domestic poultry sector. AI viruses have been the source of devastating economic losses in the poultry industry over the last three decades, and have become a major veterinary and public health concern due to their zoonotic potential. The most emblematic illustration of this impact has been the emergence of the HPAI H5N1 virus in southern China in the mid-1990s, followed by its continental spread across East and Southeast Asia, and the unprecedented epidemics recorded in 2003–2004. More recently (from 2014 to 2017), several subtypes of HPAI (including H5N1, H5N6, H5N8) emerged in East Asia and spread intercontinentally, stressing the crucial role of this geographical hotspot as a source of new HPAI subtypes. The international dimension and the difficulty to effectively control those epidemics highlight the need for a global approach to HPAI surveillance and a comprehensive knowledge on epidemiology and patterns of the disease. This Research Topic aims at contributing to fill this gap. It includes ten papers which supplement the knowledge of the epidemiology of AI and offer new approaches on control strategies in various regions of the world.

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The Influence of Global Environmental Change on Infectious Disease Dynamics

The Influence of Global Environmental Change on Infectious Disease Dynamics PDF
By:Institute of Medicine,Board on Global Health,Forum on Microbial Threats
Published on 2014-09-03 by National Academies Press

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The twentieth century witnessed an era of unprecedented, large-scale, anthropogenic changes to the natural environment. Understanding how environmental factors directly and indirectly affect the emergence and spread of infectious disease has assumed global importance for life on this planet. While the causal links between environmental change and disease emergence are complex, progress in understanding these links, as well as how their impacts may vary across space and time, will require transdisciplinary, transnational, collaborative research. This research may draw upon the expertise, tools, and approaches from a variety of disciplines. Such research may inform improvements in global readiness and capacity for surveillance, detection, and response to emerging microbial threats to plant, animal, and human health. The Influence of Global Environmental Change on Infectious Disease Dynamics is the summary of a workshop hosted by the Institute of Medicine Forum on Microbial Threats in September 2013 to explore the scientific and policy implications of the impacts of global environmental change on infectious disease emergence, establishment, and spread. This report examines the observed and potential influence of environmental factors, acting both individually and in synergy, on infectious disease dynamics. The report considers a range of approaches to improve global readiness and capacity for surveillance, detection, and response to emerging microbial threats to plant, animal, and human health in the face of ongoing global environmental change.

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Learning from SARS

Learning from SARS PDF
By:Institute of Medicine,Board on Global Health,Forum on Microbial Threats
Published on 2004-04-26 by National Academies Press

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The emergence of severe acute respiratory syndrome (SARS) in late 2002 and 2003 challenged the global public health community to confront a novel epidemic that spread rapidly from its origins in southern China until it had reached more than 25 other countries within a matter of months. In addition to the number of patients infected with the SARS virus, the disease had profound economic and political repercussions in many of the affected regions. Recent reports of isolated new SARS cases and a fear that the disease could reemerge and spread have put public health officials on high alert for any indications of possible new outbreaks. This report examines the response to SARS by public health systems in individual countries, the biology of the SARS coronavirus and related coronaviruses in animals, the economic and political fallout of the SARS epidemic, quarantine law and other public health measures that apply to combating infectious diseases, and the role of international organizations and scientific cooperation in halting the spread of SARS. The report provides an illuminating survey of findings from the epidemic, along with an assessment of what might be needed in order to contain any future outbreaks of SARS or other emerging infections.

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