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Data Analytics for Traditional Chinese Medicine Research - Josiah Poon

Data Analytics for Traditional Chinese Medicine Research

By: Josiah Poon (Editor), Simon K. Poon (Editor)

eBook | 23 May 2016

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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.

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You Can Find This eBook In

Non-FictionComputing & I.T.DatabasesData MiningComputer ScienceArtificial IntelligenceComputer VisionMedicineMedicine in GeneralMedical Equipment & TechniquesInformation Technology General IssueHealth & Safety Aspects of IT
Pattern RecognitionImage ProcessingMathematicsProbability & StatisticsExpert Systems & Knowledge-Based Systems

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Paperback

Published: 3rd September 2016

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