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Author: Carlos Fernández Llatas
Publisher: Humana Press
ISBN: 9781493919840
Category : Science
Languages : en
Pages : 0
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Book Description
This volume complies a set of Data Mining techniques and new applications in real biomedical scenarios. Chapters focus on innovative data mining techniques, biomedical datasets and streams analysis, and real applications. Written in the highly successful Methods in Molecular Biology series format, chapters are thought to show to Medical Doctors and Engineers the new trends and techniques that are being applied to Clinical Medicine with the arrival of new Information and Communication technologies Authoritative and practical, Data Mining in Clinical Medicine seeks to aid scientists with new approaches and trends in the field.
Author: Carlos Fernández Llatas
Publisher: Humana Press
ISBN: 9781493919840
Category : Science
Languages : en
Pages : 0
Get Book Here
Book Description
This volume complies a set of Data Mining techniques and new applications in real biomedical scenarios. Chapters focus on innovative data mining techniques, biomedical datasets and streams analysis, and real applications. Written in the highly successful Methods in Molecular Biology series format, chapters are thought to show to Medical Doctors and Engineers the new trends and techniques that are being applied to Clinical Medicine with the arrival of new Information and Communication technologies Authoritative and practical, Data Mining in Clinical Medicine seeks to aid scientists with new approaches and trends in the field.
Author: Carlos Fernandez-Llatas
Publisher: Springer
ISBN: 9783030539955
Category : Medical
Languages : en
Pages : 306
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Book Description
This book provides a practically applicable guide to the methodologies and technologies for the application of interactive process mining paradigm. Case studies are presented where this paradigm has been successfully applied in emergency medicine, surgery processes, human behavior modelling, strokes and outpatients’ services, enabling the reader to develop a deep understanding of how to apply process mining technologies in healthcare to support them in inferring new knowledge from past actions, and providing accurate and personalized knowledge to improve their future clinical decision-making. Interactive Process Mining in Healthcare comprehensively covers how machine learning algorithms can be utilized to create real scientific evidence to improve daily healthcare protocols, and is a valuable resource for a variety of health professionals seeking to develop new methods to improve their clinical decision-making.
Author: Michael Karmis
Publisher: SME
ISBN: 9780873352000
Category : Medical
Languages : en
Pages : 480
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Book Description
This book focuses on instilling a safety culture and fostering the ability to recognize and manage health and safety responsibilities and requirements. It details effective and safety management systems and concentrates on safety and health hazard anticipation, identification, evaluation, and control.
Author: William Cooke
Publisher: Tyndale House Publishers, Inc.
ISBN: 1496446488
Category : Religion
Languages : en
Pages : 321
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Book Description
One doctor's courageous fight to save a small town from a silent epidemic that threatened the community's future--and exposed a national health crisis. When Dr. Will Cooke, an idealistic young physician just out of medical training, set up practice in the small rural community of Austin, Indiana, he had no idea that much of the town was being torn apart by poverty, addiction, and life-threatening illnesses. But he soon found himself at the crossroads of two unprecedented health-care disasters: a national opioid epidemic and the worst drug-fueled HIV outbreak ever seen in rural America. Confronted with Austin's hidden secrets, Dr. Cooke decided he had to do something about them. In taking up the fight for Austin's people, however, he would have to battle some unanticipated foes: prejudice, political resistance, an entrenched bureaucracy--and the dark despair that threatened to overwhelm his own soul. Canary in the Coal Mine is a gripping account of the transformation of a man and his adopted community, a compelling and ultimately hopeful read in the vein of Hillbilly Elegy, Dreamland, and Educated.
Author: Hercules Dalianis
Publisher: Springer
ISBN: 3319785036
Category : Computers
Languages : en
Pages : 192
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Book Description
This open access book describes the results of natural language processing and machine learning methods applied to clinical text from electronic patient records. It is divided into twelve chapters. Chapters 1-4 discuss the history and background of the original paper-based patient records, their purpose, and how they are written and structured. These initial chapters do not require any technical or medical background knowledge. The remaining eight chapters are more technical in nature and describe various medical classifications and terminologies such as ICD diagnosis codes, SNOMED CT, MeSH, UMLS, and ATC. Chapters 5-10 cover basic tools for natural language processing and information retrieval, and how to apply them to clinical text. The difference between rule-based and machine learning-based methods, as well as between supervised and unsupervised machine learning methods, are also explained. Next, ethical concerns regarding the use of sensitive patient records for research purposes are discussed, including methods for de-identifying electronic patient records and safely storing patient records. The book’s closing chapters present a number of applications in clinical text mining and summarise the lessons learned from the previous chapters. The book provides a comprehensive overview of technical issues arising in clinical text mining, and offers a valuable guide for advanced students in health informatics, computational linguistics, and information retrieval, and for researchers entering these fields.
Author: Ronny S. Mans
Publisher: Springer
ISBN: 3319160710
Category : Computers
Languages : en
Pages : 99
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Book Description
What are the possibilities for process mining in hospitals? In this book the authors provide an answer to this question by presenting a healthcare reference model that outlines all the different classes of data that are potentially available for process mining in healthcare and the relationships between them. Subsequently, based on this reference model, they explain the application opportunities for process mining in this domain and discuss the various kinds of analyses that can be performed. They focus on organizational healthcare processes rather than medical treatment processes. The combination of event data and process mining techniques allows them to analyze the operational processes within a hospital based on facts, thus providing a solid basis for managing and improving processes within hospitals. To this end, they also explicitly elaborate on data quality issues that are relevant for the data aspects of the healthcare reference model. This book mainly targets advanced professionals involved in areas related to business process management, business intelligence, data mining, and business process redesign for healthcare systems as well as graduate students specializing in healthcare information systems and process analysis.
Author: David M. Turner
Publisher: Manchester University Press
ISBN: 1526125781
Category : History
Languages : en
Pages : 354
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Book Description
This electronic version has been made available under a Creative Commons (BY-NC-ND) open access license. An electronic version of this book is also available under a Creative Commons (CC-BY-NC-ND) license, thanks to the support of the Wellcome Trust. The Industrial Revolution produced injury, illness and disablement on a large scale and nowhere was this more visible than in coalmining. Disability in the Industrial Revolution sheds new light on the human cost of industrialisation by examining the lives and experiences of those disabled in an industry that was vital to Britain’s economic growth. Although it is commonly assumed that industrialisation led to increasing marginalisation of people with impairments from the workforce, disabled mineworkers were expected to return to work wherever possible, and new medical services developed to assist in this endeavour. This book explores the working lives of disabled miners and analyses the medical, welfare and community responses to disablement in the coalfields. It shows how disability affected industrial relations and shaped the class identity of mineworkers. The book will appeal to students and academics interested in disability, occupational health and social history.
Author:
Publisher: Academic Press
ISBN: 0128160780
Category : Science
Languages : en
Pages : 1571
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Book Description
Technological advances in generated molecular and cell biological data are transforming biomedical research. Sequencing, multi-omics and imaging technologies are likely to have deep impact on the future of medical practice. In parallel to technological developments, methodologies to gather, integrate, visualize and analyze heterogeneous and large-scale data sets are needed to develop new approaches for diagnosis, prognosis and therapy. Systems Medicine: Integrative, Qualitative and Computational Approaches is an innovative, interdisciplinary and integrative approach that extends the concept of systems biology and the unprecedented insights that computational methods and mathematical modeling offer of the interactions and network behavior of complex biological systems, to novel clinically relevant applications for the design of more successful prognostic, diagnostic and therapeutic approaches. This 3 volume work features 132 entries from renowned experts in the fields and covers the tools, methods, algorithms and data analysis workflows used for integrating and analyzing multi-dimensional data routinely generated in clinical settings with the aim of providing medical practitioners with robust clinical decision support systems. Importantly the work delves into the applications of systems medicine in areas such as tumor systems biology, metabolic and cardiovascular diseases as well as immunology and infectious diseases amongst others. This is a fundamental resource for biomedical students and researchers as well as medical practitioners who need to need to adopt advances in computational tools and methods into the clinical practice. Encyclopedic coverage: ‘one-stop’ resource for access to information written by world-leading scholars in the field of Systems Biology and Systems Medicine, with easy cross-referencing of related articles to promote understanding and further research Authoritative: the whole work is authored and edited by recognized experts in the field, with a range of different expertise, ensuring a high quality standard Digitally innovative: Hyperlinked references and further readings, cross-references and diagrams/images will allow readers to easily navigate a wealth of information
Author: National Library of Medicine (U.S.)
Publisher:
ISBN:
Category : Medicine
Languages : en
Pages : 1008
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Book Description
First multi-year cumulation covers six years: 1965-70.
Author: Kirtikumar Randive
Publisher: Springer Nature
ISBN: 3030994953
Category : Science
Languages : en
Pages : 368
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Book Description
This book discusses a wide range of health-related mining issues, with particular reference to occupational diseases, metal toxicity, postural injuries in miners, modern fire safety controls, noise-induced hearing loss prevention, and noise mapping. Mining plays a central role in the development of modern civilization. By providing the essential raw materials, mining ensures progress, safety, and comfort of people. However, this necessary activity comes with several woes, the most important of which are occupational health hazards. Mines act as sources of constant danger and risk to the miners irrespective of the scale of mining, such as large-scale industrial mining or small-scale artisanal mining. Not only are there accidents, but continuous exposure to dust, metal toxicity, hazardous gases and fumes, and loud noises, giving rise to a variety of diseases to mine workers. The comprehensive coverage of issues and the case studies will make this book an essential reference and critical reading. Medical geology is a necessary discipline in earth sciences. Unfortunately, not much literature is available on this subject. Therefore, this book is essential for practicing engineers and supervisors in mines, health and safety professionals, researchers, and mining industry students.
