Big Data Analytics And Data Mining Of Prescribing Patterns Of Integrative Medicine Volume 1

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Big Data Analytics and Data Mining of Prescribing Patterns of Integrative Medicine Volume 1

Author : Dr. Wilfred W.K. Lin
Publisher : Dr. Wilfred W.K. Lin
ISBN 13 :
Total Pages : 268 pages
Book Rating : 4./5 ( download)

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Book Synopsis Big Data Analytics and Data Mining of Prescribing Patterns of Integrative Medicine Volume 1 by : Dr. Wilfred W.K. Lin

Download or read book Big Data Analytics and Data Mining of Prescribing Patterns of Integrative Medicine Volume 1 written by Dr. Wilfred W.K. Lin and published by Dr. Wilfred W.K. Lin. This book was released on 2020-09-30 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: The practice of Traditional Chinse Medicine (TCM) has been gaining a wider acceptance worldwide in recent decades. The global TCM market was estimated to be worth nearly US$60 billion in 2012 with the China market alone projected by Helmut Kaiser Consultancy to exceed US$121 billion in 2025. HerbMiners aims to make TCM healthcare smarter by unlocking the value of clinical data. Its research process includes the application of data mining to reveal relationships between symptoms, illnesses, herbs and prescriptions; and using artificial intelligence to learn about TCM diagnosis differentiation and prescriptions from TCM practitioners. It also provides TCM Advisor (TCMA), an integrated software solution that assists hospitals and clinics with TCM practice modernization and patient record digitalization. TCMA is currently used by a large number of private TCM clinics and more than 80% of non-governmental organizations in Hong Kong that provide TCM service, as well as sites in the United States, Canada, Australia, Singapore, Philippines and Macau. While the first generation TCMA system – developed in-house on the Microsoft Windows .Net framework with a data capture module running on the Windows Azure cloud platform – enabled HerbMiners to tap into clinical data streams, the hybrid application architecture was laborious to support on-site, limiting the company’s ability to take on more TCM clinics and diverting staff resources from its core research activities. HerbMiners Big data analytics is the use of advanced analytic techniques against very large, diverse Integrative medicine data sets that include different types such as structured/unstructured and streaming/batch/images/data mining, and different sizes from terabytes to zettabytes. Big data is a term applied to data sets whose size or type is beyond the ability of traditional relational databases to capture, manage, and process the data with low-latency. And it has one or more of the following characteristics – high volume, high velocity, or high variety. Big data comes from sensors, devices, video/audio, networks, log files, transactional applications, web, and social media - much of it generated in real time and in a very large scale. Analyzing big data allows analysts, researchers, and business users to make better and faster decisions using data that was previously inaccessible or unusable. Using advanced analytics techniques such as text analytics, machine learning, predictive analytics, data mining, statistics, and natural language processing, businesses can analyze previously untapped data sources independent or together with their existing enterprise data to gain new insights resulting in significantly better and faster decisions.

Behavioral Science & Policy: Volume 4, Issue 1

Author : Steven Patierno
Publisher : Brookings Institution Press
ISBN 13 : 0815737068
Total Pages : 71 pages
Book Rating : 4.8/5 (157 download)

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Book Synopsis Behavioral Science & Policy: Volume 4, Issue 1 by : Steven Patierno

Download or read book Behavioral Science & Policy: Volume 4, Issue 1 written by Steven Patierno and published by Brookings Institution Press. This book was released on 2019-01-29 with total page 71 pages. Available in PDF, EPUB and Kindle. Book excerpt: The success of nearly all public- and private-sector policies hinges on the behavior of individuals, groups, and organizations. Today, such behaviors are better understood than ever, thanks to a growing body of practical behavioral science research. However, policymakers often are unaware of behavioral science findings that may help them craft and execute more effective and efficient policies. The pages of this journal will become a meeting ground: a place where scientists and non-scientists can encounter clearly described behavioral research that can be put into action. By design, the scope of Behavioral Science & Policy is broad, with topics spanning health care, financial decisionmaking, energy and the environment, education and culture, justice and ethics, and work place practices. Contributions will be made by researchers with expertise in psychology, sociology, law, behavioral economics, organization science, decision science, and marketing. The journal is a key offering of the Behavioral Science & Policy Association in partnership with the Brookings Institution. The mission of BSPA is to foster dialog between social scientists, policymakers, and other practitioners in order to promote the application of rigorous empirical behavioral science in ways that serve the public interest. BSPA does not advance a particular agenda or political perspective.

Business Engineering and Service Design, Second Edition, Volume I

Author : Oscar Barros
Publisher : Business Expert Press
ISBN 13 : 1631575694
Total Pages : 203 pages
Book Rating : 4.6/5 (315 download)

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Book Synopsis Business Engineering and Service Design, Second Edition, Volume I by : Oscar Barros

Download or read book Business Engineering and Service Design, Second Edition, Volume I written by Oscar Barros and published by Business Expert Press. This book was released on 2016-10-14 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the foundations of BE, reviews the disciplines integrated within its methodology, and presents plentiful evidence of its power by giving detailed application cases, including impressive results in private and public situations.

Data Analytics in Medicine

Author : Information Resources Management Association
Publisher : Medical Information Science Reference
ISBN 13 : 9781799812043
Total Pages : 2250 pages
Book Rating : 4.8/5 (12 download)

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Book Synopsis Data Analytics in Medicine by : Information Resources Management Association

Download or read book Data Analytics in Medicine written by Information Resources Management Association and published by Medical Information Science Reference. This book was released on 2019-11-18 with total page 2250 pages. Available in PDF, EPUB and Kindle. Book excerpt: ""This book 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"--

Big Data Analytics in Bioinformatics and Healthcare

Author : Wang, Baoying
Publisher : IGI Global
ISBN 13 : 1466666129
Total Pages : 552 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Big Data Analytics in Bioinformatics and Healthcare by : Wang, Baoying

Download or read book Big Data Analytics in Bioinformatics and Healthcare written by Wang, Baoying and published by IGI Global. This book was released on 2014-10-31 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: As technology evolves and electronic data becomes more complex, digital medical record management and analysis becomes a challenge. In order to discover patterns and make relevant predictions based on large data sets, researchers and medical professionals must find new methods to analyze and extract relevant health information. Big Data Analytics in Bioinformatics and Healthcare merges the fields of biology, technology, and medicine in order to present a comprehensive study on the emerging information processing applications necessary in the field of electronic medical record management. Complete with interdisciplinary research resources, this publication is an essential reference source for researchers, practitioners, and students interested in the fields of biological computation, database management, and health information technology, with a special focus on the methodologies and tools to manage massive and complex electronic information.

Big Data Analytics

Author : Arun K. Somani
Publisher : CRC Press
ISBN 13 : 1351180320
Total Pages : 399 pages
Book Rating : 4.3/5 (511 download)

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Book Synopsis Big Data Analytics by : Arun K. Somani

Download or read book Big Data Analytics written by Arun K. Somani and published by CRC Press. This book was released on 2017-10-30 with total page 399 pages. Available in PDF, EPUB and Kindle. Book excerpt: The proposed book will discuss various aspects of big data Analytics. It will deliberate upon the tools, technology, applications, use cases and research directions in the field. Chapters would be contributed by researchers, scientist and practitioners from various reputed universities and organizations for the benefit of readers.

Data Analytics for Traditional Chinese Medicine Research

Author : Josiah Poon
Publisher : Springer
ISBN 13 : 9783319346298
Total Pages : 0 pages
Book Rating : 4.3/5 (462 download)

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Book Synopsis Data Analytics for Traditional Chinese Medicine Research by : Josiah Poon

Download or read book Data Analytics for Traditional Chinese Medicine Research written by Josiah Poon and published by Springer. This book was released on 2016-09-03 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This contributed volume explores how data mining, machine learning, and similar statistical techniques can analyze the types of problems arising from Traditional Chinese Medicine (TCM) research. The book focuses on the study of clinical data and the analysis of herbal data. Challenges addressed include diagnosis, prescription analysis, ingredient discoveries, network based mechanism deciphering, pattern-activity relationships, and medical informatics. Each author demonstrates how they made use of machine learning, data mining, statistics and other analytic techniques to resolve their research challenges, how successful if these techniques were applied, any insight noted and how these insights define the most appropriate future work to be carried out. Readers are given an opportunity to understand the complexity of diagnosis and treatment decision, the difficulty of modeling of efficacy in terms of herbs, the identification of constituent compounds in an herb, the relationship between these compounds and biological outcome so that evidence-based predictions can be made. Drawing on a wide range of experienced contributors, Data Analytics for Traditional Chinese Medicine Research is a valuable reference for professionals and researchers working in health informatics and data mining. The techniques are also useful for biostatisticians and health practitioners interested in traditional medicine and data analytics.

Data Science, AI, and Machine Learning in Drug Development

Author : Harry Yang
Publisher : CRC Press
ISBN 13 : 100065267X
Total Pages : 335 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Data Science, AI, and Machine Learning in Drug Development by : Harry Yang

Download or read book Data Science, AI, and Machine Learning in Drug Development written by Harry Yang and published by CRC Press. This book was released on 2022-10-04 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: The confluence of big data, artificial intelligence (AI), and machine learning (ML) has led to a paradigm shift in how innovative medicines are developed and healthcare delivered. To fully capitalize on these technological advances, it is essential to systematically harness data from diverse sources and leverage digital technologies and advanced analytics to enable data-driven decisions. Data science stands at a unique moment of opportunity to lead such a transformative change. Intended to be a single source of information, Data Science, AI, and Machine Learning in Drug Research and Development covers a wide range of topics on the changing landscape of drug R & D, emerging applications of big data, AI and ML in drug development, and the build of robust data science organizations to drive biopharmaceutical digital transformations. Features Provides a comprehensive review of challenges and opportunities as related to the applications of big data, AI, and ML in the entire spectrum of drug R & D Discusses regulatory developments in leveraging big data and advanced analytics in drug review and approval Offers a balanced approach to data science organization build Presents real-world examples of AI-powered solutions to a host of issues in the lifecycle of drug development Affords sufficient context for each problem and provides a detailed description of solutions suitable for practitioners with limited data science expertise

AI and healthcare financial management (HFM) towards sustainable development

Author : Ananth Rao
Publisher : Frontiers Media SA
ISBN 13 : 2832510752
Total Pages : 163 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis AI and healthcare financial management (HFM) towards sustainable development by : Ananth Rao

Download or read book AI and healthcare financial management (HFM) towards sustainable development written by Ananth Rao and published by Frontiers Media SA. This book was released on 2023-05-25 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Addiction Medicine E-Book

Author : Bankole Johnson
Publisher : Elsevier Health Sciences
ISBN 13 : 0323680534
Total Pages : 1146 pages
Book Rating : 4.3/5 (236 download)

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Book Synopsis Addiction Medicine E-Book by : Bankole Johnson

Download or read book Addiction Medicine E-Book written by Bankole Johnson and published by Elsevier Health Sciences. This book was released on 2019-12-12 with total page 1146 pages. Available in PDF, EPUB and Kindle. Book excerpt: Integrating scientific knowledge with today's most effective treatment options, Addiction Medicine: Science and Practice, 2nd Edition, provides a wealth of information on addictions to substances and behavioral addictions. It discusses the concrete research on how the brain and body are affected by addictions, improving your understanding of how patients develop addictions and how best to personalize treatment and improve outcomes. This essential text is ideal for anyone who deals with patients with addictions in clinical practice, including psychiatrists, health psychologists, pharmacologists, social workers, drug counselors, trainees, and general physicians/family practitioners. - Clearly explains the role of brain function in drug taking and other habit-forming behaviors, and shows how to apply this biobehavioral framework to the delivery of evidence-based treatment. - Provides clinically relevant details on not only traditional sources of addiction such as cocaine, opiates, and alcohol, but also more recently recognized substances of abuse (e.g., steroids, inhalants) as well as behavioral addictions (e.g., binge eating, compulsive gambling, hoarding). - Discusses current behavioral and medical therapies in depth, while also addressing social contexts that may affect personalized treatment. - Contains new information on compliance-enhancing interventions, cognitive behavioral treatments, behavioral management, and other psychosocial interventions. - Includes neurobiological, molecular, and behavioral theories of addiction, and includes a section on epigenetics. - Contains up-to-date information throughout, including a new definition of status epilepticus, a current overview of Lennox Gastaut syndrome, and updates on new FDA-approved drugs for pediatric neurological disorders. - Features expanded sections on evidence-based treatment options including pharmacotherapy, pharmacogenetics, and potential vaccines. - Addresses addiction in regards to specific populations, including adolescents, geriatric, pregnant women, and health care professionals. - Includes contributions from expert international authors, making this a truly global reference to addiction medicine.

Big Data Analytics for Healthcare

Author : Pantea Keikhosrokiani
Publisher : Academic Press
ISBN 13 : 0323985165
Total Pages : 356 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Big Data Analytics for Healthcare by : Pantea Keikhosrokiani

Download or read book Big Data Analytics for Healthcare written by Pantea Keikhosrokiani and published by Academic Press. This book was released on 2022-05-19 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big Data Analytics and Medical Information Systems presents the valuable use of artificial intelligence and big data analytics in healthcare and medical sciences. It focuses on theories, methods and approaches in which data analytic techniques can be used to examine medical data to provide a meaningful pattern for classification, diagnosis, treatment, and prediction of diseases. The book discusses topics such as theories and concepts of the field, and how big medical data mining techniques and applications can be applied to classification, diagnosis, treatment, and prediction of diseases. In addition, it covers social, behavioral, and medical fake news analytics to prevent medical misinformation and myths. It is a valuable resource for graduate students, researchers and members of biomedical field who are interested in learning more about analytic tools to support their work. - Presents theories, methods and approaches in which data analytic techniques are used for medical data - Brings practical information on how to use big data for classification, diagnosis, treatment, and prediction of diseases - Discusses social, behavioral, and medical fake news analytics for medical information systems

Quality Assurance in Healthcare Service Delivery, Nursing and Personalized Medicine: Technologies and Processes

Author : Lazakidou, Athina
Publisher : IGI Global
ISBN 13 : 1613501218
Total Pages : 301 pages
Book Rating : 4.6/5 (135 download)

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Book Synopsis Quality Assurance in Healthcare Service Delivery, Nursing and Personalized Medicine: Technologies and Processes by : Lazakidou, Athina

Download or read book Quality Assurance in Healthcare Service Delivery, Nursing and Personalized Medicine: Technologies and Processes written by Lazakidou, Athina and published by IGI Global. This book was released on 2011-09-30 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quality of life is difficult to define and even more difficult to measure; as such, outcomes from nursing in continuing care are not easily articulated. Quality Assurance in Healthcare Service Delivery, Nursing and Personalized Medicine: Technologies and Processes offers a framework for measuring quality of service in the healthcare industry as it pertains to nursing, with insight into how new technologies and the design of personalized medicine have improved quality of care and quality of life. Assessment and feedback are a vital part of developing and designing personalized medicine, and this book details case studies and the latest research in the field of healthcare service delivery assessment. In addition to describing assessment methodology, the book is also a compendium of the latest research into new medical technologies.

Perspectives in digital health and big data in medicine: Current trends, professional challenges, and ethical, legal, and social implications

Download Perspectives in digital health and big data in medicine: Current trends, professional challenges, and ethical, legal, and social implications PDF Online Free

Author : João Valente Cordeiro
Publisher : Frontiers Media SA
ISBN 13 : 2832537049
Total Pages : 291 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Perspectives in digital health and big data in medicine: Current trends, professional challenges, and ethical, legal, and social implications by : João Valente Cordeiro

Download or read book Perspectives in digital health and big data in medicine: Current trends, professional challenges, and ethical, legal, and social implications written by João Valente Cordeiro and published by Frontiers Media SA. This book was released on 2023-10-25 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Registries for Evaluating Patient Outcomes

Author : Agency for Healthcare Research and Quality/AHRQ
Publisher : Government Printing Office
ISBN 13 : 1587634333
Total Pages : 385 pages
Book Rating : 4.5/5 (876 download)

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Book Synopsis Registries for Evaluating Patient Outcomes by : Agency for Healthcare Research and Quality/AHRQ

Download or read book Registries for Evaluating Patient Outcomes written by Agency for Healthcare Research and Quality/AHRQ and published by Government Printing Office. This book was released on 2014-04-01 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This User’s Guide is intended to support the design, implementation, analysis, interpretation, and quality evaluation of registries created to increase understanding of patient outcomes. For the purposes of this guide, a patient registry is an organized system that uses observational study methods to collect uniform data (clinical and other) to evaluate specified outcomes for a population defined by a particular disease, condition, or exposure, and that serves one or more predetermined scientific, clinical, or policy purposes. A registry database is a file (or files) derived from the registry. Although registries can serve many purposes, this guide focuses on registries created for one or more of the following purposes: to describe the natural history of disease, to determine clinical effectiveness or cost-effectiveness of health care products and services, to measure or monitor safety and harm, and/or to measure quality of care. Registries are classified according to how their populations are defined. For example, product registries include patients who have been exposed to biopharmaceutical products or medical devices. Health services registries consist of patients who have had a common procedure, clinical encounter, or hospitalization. Disease or condition registries are defined by patients having the same diagnosis, such as cystic fibrosis or heart failure. The User’s Guide was created by researchers affiliated with AHRQ’s Effective Health Care Program, particularly those who participated in AHRQ’s DEcIDE (Developing Evidence to Inform Decisions About Effectiveness) program. Chapters were subject to multiple internal and external independent reviews.

Proceedings of the 6th FIRST 2022 International Conference (FIRST-ESCSI 2022)

Author : Nyayu Latifah Husni
Publisher : Springer Nature
ISBN 13 : 946463118X
Total Pages : 555 pages
Book Rating : 4.4/5 (646 download)

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Book Synopsis Proceedings of the 6th FIRST 2022 International Conference (FIRST-ESCSI 2022) by : Nyayu Latifah Husni

Download or read book Proceedings of the 6th FIRST 2022 International Conference (FIRST-ESCSI 2022) written by Nyayu Latifah Husni and published by Springer Nature. This book was released on 2023-06-21 with total page 555 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book.The 6th FIRST 2022 International Conference offers the researchers in academics, industries, and governments, a conference, for exchanging, sharing, following up, and discussing the results of the latest researches, industry’s needs, and government regulatory policies. The 6th FIRST 2022 International Conference facilitates the participants from all over the world to meet face to face to open chances in establishing connections and collaboration among them.

Data Mining and Predictive Analytics

Author : Daniel T. Larose
Publisher : John Wiley & Sons
ISBN 13 : 1118868676
Total Pages : 827 pages
Book Rating : 4.1/5 (188 download)

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Book Synopsis Data Mining and Predictive Analytics by : Daniel T. Larose

Download or read book Data Mining and Predictive Analytics written by Daniel T. Larose and published by John Wiley & Sons. This book was released on 2015-02-19 with total page 827 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn methods of data analysis and their application to real-world data sets This updated second edition serves as an introduction to data mining methods and models, including association rules, clustering, neural networks, logistic regression, and multivariate analysis. The authors apply a unified “white box” approach to data mining methods and models. This approach is designed to walk readers through the operations and nuances of the various methods, using small data sets, so readers can gain an insight into the inner workings of the method under review. Chapters provide readers with hands-on analysis problems, representing an opportunity for readers to apply their newly-acquired data mining expertise to solving real problems using large, real-world data sets. Data Mining and Predictive Analytics: Offers comprehensive coverage of association rules, clustering, neural networks, logistic regression, multivariate analysis, and R statistical programming language Features over 750 chapter exercises, allowing readers to assess their understanding of the new material Provides a detailed case study that brings together the lessons learned in the book Includes access to the companion website, www.dataminingconsultant, with exclusive password-protected instructor content Data Mining and Predictive Analytics will appeal to computer science and statistic students, as well as students in MBA programs, and chief executives.

World Congress of Medical Physics and Biomedical Engineering 2006

Author : Sun I. Kim
Publisher : Springer Science & Business Media
ISBN 13 : 3540368418
Total Pages : 4361 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis World Congress of Medical Physics and Biomedical Engineering 2006 by : Sun I. Kim

Download or read book World Congress of Medical Physics and Biomedical Engineering 2006 written by Sun I. Kim and published by Springer Science & Business Media. This book was released on 2007-07-05 with total page 4361 pages. Available in PDF, EPUB and Kindle. Book excerpt: These proceedings of the World Congress 2006, the fourteenth conference in this series, offer a strong scientific program covering a wide range of issues and challenges which are currently present in Medical physics and Biomedical Engineering. About 2,500 peer reviewed contributions are presented in a six volume book, comprising 25 tracks, joint conferences and symposia, and including invited contributions from well known researchers in this field.