Data Analytics For Traditional Chinese Medicine Research

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Data Analytics for Traditional Chinese Medicine Research

Author : Josiah Poon
Publisher : Springer Science & Business Media
ISBN 13 : 331903801X
Total Pages : 256 pages
Book Rating : 4.3/5 (19 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 Science & Business Media. This book was released on 2014-02-19 with total page 256 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.

Modern Computational Approaches to Traditional Chinese Medicine

Author : Zhaohui Wu
Publisher : Elsevier
ISBN 13 : 0123985102
Total Pages : 253 pages
Book Rating : 4.1/5 (239 download)

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Book Synopsis Modern Computational Approaches to Traditional Chinese Medicine by : Zhaohui Wu

Download or read book Modern Computational Approaches to Traditional Chinese Medicine written by Zhaohui Wu and published by Elsevier. This book was released on 2012-07-16 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recognized as an essential component of Chinese culture, Traditional Chinese Medicine (TCM) is both an ancient medical system and one still used widely in China today. TCM's independently evolved knowledge system is expressed mainly in the Chinese language and the information is frequently only available through ancient classics and confidential family records, making it difficult to utilize. The major concern in TCM is how to consolidate and integrate the data, enabling efficient retrieval and discovery of novel knowledge from the dispersed data. Computational approaches such as data mining, semantic reasoning and computational intelligence have emerged as innovative approaches for the reservation and utilization of this knowledge system. Typically, this requires an inter-disciplinary approach involving Chinese culture, computer science, modern healthcare and life sciences. This book examines the computerization of TCM information and knowledge to provide intelligent resources and supporting evidences for clinical decision-making, drug discovery, and education. Recent research results from the Traditional Chinese Medicine Informatics Group of Zhejiang University are presented, gathering in one resource systematic approaches for massive data processing in TCM. These include the utilization of modern Semantic Web and data mining methods for more advanced data integration, data analysis and integrative knowledge discovery. This book will appeal to medical professionals, life sciences students, computer scientists, and those interested in integrative, complementary, and alternative medicine. Interdisciplinary book bringing together Traditional Chinese Medicine and computer scientists Introduces novel network technologies to Traditional Chinese Medicine informatics Provides theory and practical examples and case studies of new techniques

Quantitative Methods for Traditional Chinese Medicine Development

Author : Shein-Chung Chow
Publisher : CRC Press
ISBN 13 : 1482236001
Total Pages : 433 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Quantitative Methods for Traditional Chinese Medicine Development by : Shein-Chung Chow

Download or read book Quantitative Methods for Traditional Chinese Medicine Development written by Shein-Chung Chow and published by CRC Press. This book was released on 2015-10-15 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, many pharmaceutical companies and clinical research organizations have been focusing on the development of traditional Chinese (herbal) medicines (TCMs) as alternatives to treating critical or life-threatening diseases and as pathways to personalized medicine. Quantitative Methods for Traditional Chinese Medicine Development is the first book entirely devoted to the design and analysis of TCM development from a Western perspective, i.e., evidence-based clinical research and development. The book provides not only a comprehensive summary of innovative quantitative methods for developing TCMs but also a useful desk reference for principal investigators involved in personalized medicine. Written by one of the world's most prominent biostatistics researchers, the book connects the pharmaceutical industry, regulatory agencies, and academia. It presents a state-of-the-art examination of the subject for: Scientists and researchers who are engaged in pharmaceutical/clinical research and development of TCMs Those in regulatory agencies who make decisions in the review and approval process of TCM regulatory submissions Biostatisticians who provide statistical support to assess clinical safety and effectiveness of TCMs and related issues regarding quality control and assurance as well as to test for consistency in the manufacturing processes for TCMs This book covers all of the statistical issues encountered at various stages of pharmaceutical/clinical development of a TCM. It explains regulatory requirements; product specifications and standards; and various statistical techniques for evaluation of TCMs, validation of diagnostic procedures, and testing consistency

Traditional Chinese Medicine and Diseases

Author : Kang Ning
Publisher :
ISBN 13 : 9789811947728
Total Pages : 0 pages
Book Rating : 4.9/5 (477 download)

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Book Synopsis Traditional Chinese Medicine and Diseases by : Kang Ning

Download or read book Traditional Chinese Medicine and Diseases written by Kang Ning and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the multi-omics big-data integration, the data-mining techniques and the cutting-edge omics researches in principles and applications for a deep understanding of Traditional Chinese Medicine (TCM) and diseases from the following aspects: (1) Basics about multi-omics data and analytical methods for TCM and diseases. (2) The needs of omics studies in TCM researches, and the basic background of omics research in TCM and disease. (3) Better understanding of the multi-omics big-data integration techniques. (4) Better understanding of the multi-omics big-data mining techniques, as well as with different applications, for most insights from these omics data for TCM and disease researches. (5) TCM preparation quality control for checking both prescribed and unexpected ingredients including biological and chemical ingredients. (6) TCM preparation source tracking. (7) TCM preparation network pharmacology analysis. (8) TCM analysis data resources, web services, and visualizations. (9) TCM geoherbalism examination and authentic TCM identification. Traditional Chinese Medicine has been in existence for several thousands of years, and only in recent tens of years have we realized that the researches on TCM could be profoundly boosted by the omics technologies. Devised as a book on TCM and disease researches in the omics age, this book has put the focus on data integration and data mining methods for multi-omics researches, which will be explained in detail and with supportive examples the "What", "Why" and "How" of omics on TCM related researches. It is an attempt to bridge the gap between TCM related multi-omics big data, and the data-mining techniques, for best practice of contemporary bioinformatics and in-depth insights on the TCM related questions.

Evidence-based Research Methods for Chinese Medicine

Author : Siu-wai Leung
Publisher : Springer
ISBN 13 : 9811022909
Total Pages : 201 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Evidence-based Research Methods for Chinese Medicine by : Siu-wai Leung

Download or read book Evidence-based Research Methods for Chinese Medicine written by Siu-wai Leung and published by Springer. This book was released on 2016-11-24 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a practical guide to the evidence-based medicine (EBM) research methods that are applicable to Chinese medicine (CM). It includes 3 parts: clinical research, healthcare data research and laboratory research. In each chapter, it explains how to acquire, analyze and evaluate a specific kind of CM research result. Authors exemplify the most important methods with successful cases in transforming reliable data into new knowledge of CM. This book emphasizes the requirements for CM researchers to design and conduct CM studies by following the best available principles, standards and guidelines.

A Guide to Chinese Medicine on the Internet

Author : Ka Wai Fan
Publisher : Taylor & Francis
ISBN 13 : 078903199X
Total Pages : 319 pages
Book Rating : 4.7/5 (89 download)

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Book Synopsis A Guide to Chinese Medicine on the Internet by : Ka Wai Fan

Download or read book A Guide to Chinese Medicine on the Internet written by Ka Wai Fan and published by Taylor & Francis. This book was released on 2008 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Guide to Chinese Medicine on the Internet frees readers from having to sift through countless websites to find up-to-date, high quality, reliable information on all types of Chinese medicine. This handy resource provides an introduction to the terms and philosophies of Chinese medicine in addition to an extensive categorized listing of online sites related to Chinese culture and medicine, complete with a brief description of each site's content. Guidelines are provided for searching, cataloging, and evaluating websites concerned with Chinese medicine, based on the author's research and personal experience as a practitioner and user of Chinese medicines.

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.

Traditional Chinese Medicine Use for Health-related Quality of Life

Author : Mark D. Sodders
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (139 download)

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Book Synopsis Traditional Chinese Medicine Use for Health-related Quality of Life by : Mark D. Sodders

Download or read book Traditional Chinese Medicine Use for Health-related Quality of Life written by Mark D. Sodders and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Traditional Chinese medicine (TCM) commonly employs acupuncture and herbal medicine, both of which are growing in popularity in the United States. These treatments are commonly used in overall health maintenance to promote health and for disease prevention. However, there is a lack of information on how TCM affects Health-Related Quality of Life (HRQoL). The objectives of this study are to evaluate the association of TCM and self-reported HRQoL measures, and to explore the association of TCM and both medication use and medical comorbidities. Data collected and analyzed were from the International Cohort on Lifestyle Determinants of Health (INCLD Health) study and identified a prospective cohort of students reporting the concurrent use of acupuncture and Chinese herbal medicine. Generalized Estimating Equations with a working independence correlation structure were used for cross-sectional analyses for baseline and six-month follow-up observations. The HRQoL outcomes included the PROMIS®-29 profile, the Perceived Stress Scale, and the Personal Wellbeing Index, modified. The covariate-adjusted estimates were reported for HRQoL measures, and odds ratios were reported for the associations of TCM use and medication and comorbidities. Of the 173 observations at baseline, 48 were classified as using TCM. Of the 90 observations at the six-month follow-up, 31 were classified as using TCM. PROMIS®-29 instrument scores indicated values congruent with the average United States adult population at both baseline and follow-up for both groups, with only slightly higher scores for fatigue and anxiety. At baseline, TCM use was associated with lower Perceived Stress, and higher perceptions of mental, spiritual, personal, social, and overall wellness. At follow-up, TCM use was associated with lower Perceived Stress, and higher perceptions of physical and overall wellness. These differences at baseline and follow-up were considered statistically significant, but were not considered clinically meaningful. Medication use and the presence of comorbidities were not associated with TCM. TCM use over six months was not associated with further improvements in HRQoL. Comorbidities and medication use did not appear to affect an individual’s decision to use TCM. The small sample size and a healthy cohort limit the ability to detect meaningful changes in HRQoL from the use of TCM. With more individuals using TCM for health maintenance, future research should focus on HRQoL outcomes.

Explorations of Traditional Chinese Medicine

Author : Stevenson Xutian
Publisher : Cambridge Scholars Publishing
ISBN 13 : 1527518973
Total Pages : 525 pages
Book Rating : 4.5/5 (275 download)

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Book Synopsis Explorations of Traditional Chinese Medicine by : Stevenson Xutian

Download or read book Explorations of Traditional Chinese Medicine written by Stevenson Xutian and published by Cambridge Scholars Publishing. This book was released on 2023-09-22 with total page 525 pages. Available in PDF, EPUB and Kindle. Book excerpt:

An Overview Of Traditional Chinese Medicine Research

Author : Chun-su Yuan
Publisher : World Scientific
ISBN 13 : 9811294364
Total Pages : 486 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis An Overview Of Traditional Chinese Medicine Research by : Chun-su Yuan

Download or read book An Overview Of Traditional Chinese Medicine Research written by Chun-su Yuan and published by World Scientific. This book was released on 2024-07-09 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: For over 3,000 years, traditional Chinese medicine (TCM) has made great contributions to the health and well-being of Chinese people. The practice of TCM has also been adapted in many Asian countries for centuries. Nowadays in China, along with Western medicine, TCM is well integrated in the Chinese healthcare system as one of two mainstream medical practices.In the past several decades, the fast economic growth of China has not only promoted the use of TCM beyond Chinese-speaking countries, but also inspired researchers to perform modern scientific research on TCM for disease treatment and health maintenance. The American Journal of Chinese Medicine (AJCM) is the oldest complementary and integrative medical journal in the U.S. In this book, the most read and influential research studies published in the AJCM in recent years were selected and organized in five sections based on key target organs and therapies. These articles reflect the high standards of contemporary TCM research.This book is designed for physicians and other healthcare professionals, biomedical researchers, medical students, and interested individuals. Readers will gain from the knowledge and experience of the many contributors to this text, which provides the most updated, evidence-based TCM research information.

Systems Biology for Traditional Chinese Medicine

Author : Guoan Luo
Publisher : John Wiley & Sons
ISBN 13 : 0470637978
Total Pages : 518 pages
Book Rating : 4.4/5 (76 download)

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Book Synopsis Systems Biology for Traditional Chinese Medicine by : Guoan Luo

Download or read book Systems Biology for Traditional Chinese Medicine written by Guoan Luo and published by John Wiley & Sons. This book was released on 2012-07-03 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: The application of systems biology methods to Traditional Chinese Medicine Emphasizing the harmony of the human body with the environment, Traditional Chinese Medicine (TCM) has evolved over thousands of years. It is a systemic theory derived from clinical experience, the philosophy of holism and systematology, and the belief that man is an integral part of nature. Systems Biology for Traditional Chinese Medicine describes how the latest methods in systems biology can be applied to TCM, providing a comprehensive resource for the modernization and advancement of TCM as well as general drug discovery efforts. It is the first comprehensive work to propose a system-to-system research methodology to study the interaction between TCM and the human body and its applications in drug research and development. Using three popular traditional Chinese medicines—Shuanglongfang, Qingkailing, and Liushenwan—as examples, the authors set forth case examples demonstrating how to find material groups, perform efficacy screenings, and conduct safety evaluations of TCM. The book also: Describes the mechanisms of TCM at the molecular and systems levels using chemomics, genomics, proteomics, metabolomics, and bioinformatics Places modern scientific technologies within the context of TCM, helping drug researchers improve experimental designs and strategies Illustrates how a systems biology approach is compatible with TCM's traditional, holistic therapeutic strategies and treatment modalities Presents topics of current interest, such as integrated global systems biology and the application of chemometrics research to herbal medicines This book not only opens a new pathway for the continued development of TCM, but also for systems biology. In addition, it fosters collaboration and discussion among Eastern and Western scientists by applying systems biology to TCM.

Big Data Analytics for Cyber-Physical System in Smart City

Author : Mohammed Atiquzzaman
Publisher : Springer Nature
ISBN 13 : 9811525684
Total Pages : 2049 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Big Data Analytics for Cyber-Physical System in Smart City by : Mohammed Atiquzzaman

Download or read book Big Data Analytics for Cyber-Physical System in Smart City written by Mohammed Atiquzzaman and published by Springer Nature. This book was released on 2020-01-11 with total page 2049 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers a selection of peer-reviewed papers presented at the first Big Data Analytics for Cyber-Physical System in Smart City (BDCPS 2019) conference, held in Shengyang, China, on 28–29 December 2019. The contributions, prepared by an international team of scientists and engineers, cover the latest advances made in the field of machine learning, and big data analytics methods and approaches for the data-driven co-design of communication, computing, and control for smart cities. Given its scope, it offers a valuable resource for all researchers and professionals interested in big data, smart cities, and cyber-physical systems.

A Prototype Investigation for the Globalization of Traditional Chinese Medicine

Author : Zhenshan Luo
Publisher :
ISBN 13 :
Total Pages : 374 pages
Book Rating : 4.:/5 (937 download)

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Book Synopsis A Prototype Investigation for the Globalization of Traditional Chinese Medicine by : Zhenshan Luo

Download or read book A Prototype Investigation for the Globalization of Traditional Chinese Medicine written by Zhenshan Luo and published by . This book was released on 2013 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this study is to develop a consumer profile of traditional Chinese medicine consumption in South Africa. The research was based upon a nomethetic survey, a total sample size of 321 respondents was selected according to the convenience sampling technique to participate in the research. Descriptive data analysis was performed indicating that behaviour control and social impact norms primarily influencing the purchase of traditional Chinese medicine.

Evidence-based Clinical Chinese Medicine - Volume 1: Chronic Obstructive Pulmonary Disease

Author : Charlie Changli Xue
Publisher : World Scientific
ISBN 13 : 9814723118
Total Pages : 334 pages
Book Rating : 4.8/5 (147 download)

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Book Synopsis Evidence-based Clinical Chinese Medicine - Volume 1: Chronic Obstructive Pulmonary Disease by : Charlie Changli Xue

Download or read book Evidence-based Clinical Chinese Medicine - Volume 1: Chronic Obstructive Pulmonary Disease written by Charlie Changli Xue and published by World Scientific. This book was released on 2016-04-28 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evidence-based Clinical Chinese Medicine: Vol. 1 Chronic Obstructive Pulmonary Disease provides a 'whole evidence' analysis of the Chinese medicine management of chronic obstructive pulmonary disease (COPD). Evidence from the classical Chinese medicine literature, contemporary clinical literature, and the outcomes of clinical trials and experimental studies are reviewed, analysed and synthesised. The data from all these sources are condensed to provide evidence-based statements which will inform clinical practice and guide future research.This book has been designed to be an easy reference at the point of care. During a patient consultation, Chinese medicine practitioners can refer to this book for guidance on which Chinese herbal medicine formulas, specific herbs, or acupuncture points, can best treat their patient, and be confident there is evidence which supports its use.Currently, Chinese medicine practitioners who develop a special interest in a particular health condition such as COPD have to consult a variety of sources to further their knowledge. Typically, they use the contemporary clinical literature to understand the theory, aetiology, pathogenesis and obtain expert opinions on the Chinese medicine management of COPD. They search the electronic literature to identify systematic reviews of clinical trials, if any exists, to obtain assessments of the current state of the clinical evidence for particular interventions. If they have the skills and resources, they may search the classical Chinese medicine literature for an historical perspective on treatments that have stood the test of time.This book provides all of this information for practitioners in one handy, easy to use reference. This allows practitioners to focus on their job of providing high quality healthcare, with the knowledge it is based on the best available evidence.

Traditional Chinese Medicine

Author : James D Adams
Publisher : Royal Society of Chemistry
ISBN 13 : 1782624937
Total Pages : 367 pages
Book Rating : 4.7/5 (826 download)

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Book Synopsis Traditional Chinese Medicine by : James D Adams

Download or read book Traditional Chinese Medicine written by James D Adams and published by Royal Society of Chemistry. This book was released on 2015-10-20 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt: Traditional Chinese medicine has a strong scientific basis, but the science of these important preparations is often rarely discussed. Western approaches often simplify traditional Chinese medicine to drug discovery in Chinese plants, however, the majority of traditional Chinese medications use complex mixtures of plant extracts, rather than single purified drugs. The combination of different extracts is based on yin, yang and chi theories, which are often poorly understood in the West. Yin and yang are known to be the balance of agonists and antagonists, whereas chi derives from signalling processes in the body and regulates bodily functions. Traditional Chinese medical practitioners understand that yin, yang and chi constantly interact in the body to maintain health. Western medical practitioners understand how to use agonists and antagonists and how to modify signalling processes, but generally do not accept the use of complex plant extracts to perform these functions. Aimed at medical scientists, and including detailed explanations of the theories behind the science, this text may help researchers to understand Chinese medical practitioners and to communicate more effectively with them. It will also lead to greater acceptance of traditional medications in the West. Presenting a clear rationale for the use of traditional Chinese medications in Western medical facilities, it enables scientists to find new directions in experimental design and encourage examination of these useful, but often poorly understood, preparations in clinical trials.

Application of Intelligent Systems in Multi-modal Information Analytics

Author : Vijayan Sugumaran
Publisher : Springer Nature
ISBN 13 : 3031054849
Total Pages : 1132 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Application of Intelligent Systems in Multi-modal Information Analytics by : Vijayan Sugumaran

Download or read book Application of Intelligent Systems in Multi-modal Information Analytics written by Vijayan Sugumaran and published by Springer Nature. This book was released on 2022-06-13 with total page 1132 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides comprehensive coverage of the latest advances and trends in information technology, science and engineering. Specifically, it addresses a number of broad themes, including multi-modal informatics, data mining, agent-based and multi-agent systems for health and education informatics, which inspire the development of intelligent information technologies. The book covers a wide range of topics such as AI applications and innovations in health and education informatics; data and knowledge management; multi-modal application management; and web/social media mining for multi-modal informatics. Outlining promising future research directions, the book is a valuable resource for students, researchers and professionals and a useful reference guide for newcomers to the field. This book is a compilation of the papers presented in the 4th International Conference on Multi-modal Information Analytics, held online, on April 23, 2022.

2021 International Conference on Big Data Analytics for Cyber-Physical System in Smart City

Author : Mohammed Atiquzzaman
Publisher : Springer Nature
ISBN 13 : 9811674698
Total Pages : 1157 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis 2021 International Conference on Big Data Analytics for Cyber-Physical System in Smart City by : Mohammed Atiquzzaman

Download or read book 2021 International Conference on Big Data Analytics for Cyber-Physical System in Smart City written by Mohammed Atiquzzaman and published by Springer Nature. This book was released on 2022-01-01 with total page 1157 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers a selection of peer-reviewed papers presented at the third Big Data Analytics for Cyber-Physical System in Smart City (BDCPS 2021) conference, held in Shanghai, China, on Nov. 27, 2021. The contributions, prepared by an international team of scientists and engineers, cover the latest advances made in the field of machine learning, and big data analytics methods and approaches for the data-driven co-design of communication, computing, and control for smart cities. Given its scope, it offers a valuable resource for all researchers and professionals interested in big data, smart cities, and cyber-physical systems.