Data Analytics for Traditional Chinese Medicine Research
Editat de Josiah Poon, Simon K. Poonen Limba Engleză Paperback – 3 sep 2016
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Specificații
ISBN-13: 9783319346298
ISBN-10: 3319346296
Pagini: 260
Ilustrații: XII, 248 p. 59 illus., 45 illus. in color.
Dimensiuni: 155 x 235 x 14 mm
Greutate: 0.37 kg
Ediția:Softcover reprint of the original 1st ed. 2014
Editura: Springer International Publishing
Colecția Springer
Locul publicării:Cham, Switzerland
ISBN-10: 3319346296
Pagini: 260
Ilustrații: XII, 248 p. 59 illus., 45 illus. in color.
Dimensiuni: 155 x 235 x 14 mm
Greutate: 0.37 kg
Ediția:Softcover reprint of the original 1st ed. 2014
Editura: Springer International Publishing
Colecția Springer
Locul publicării:Cham, Switzerland
Cuprins
Foreword.- Searching for Evidence in Traditional Chinese Medicine Research: A Review and New Opportunities.- Causal Complexities of TCM Prescriptions: Understanding the underlying mechanisms of herbal formulation.- Medical Diagnosis by Using Machine Learning Techniques.- Network based deciphering of the mechanism of TCM.- Prescription Analysis and Mining.- Statistical Validation of TCM Syndrome Postulates in the Context of Depressive Patients.- Artificial Neural Network-based Chinese Medicine Diagnosis in Decision Support Manner and Herbal Ingredient Discoveries.- Chromatographic Fingerprinting and Chemometric Techniques for Quality Control of Herb Medicines.- A New Methodology for Uncovering the Bioactive Fractions in Herbal Medicine Using the Approach of Quantitative Pattern-Activity Relationship.- An Innovative and Comprehensive Approach in Studying the Complex Synergistic Interactions Among Herbs in Chinese Herbal Formulae.- Data mining in real-world traditional Chinese medicine clinical data warehouse.- TCM data mining and quality evaluation with SAPHRON(TM) system.- An overview on evidence-based medicine and medical informatics in traditional Chinese medicine practice.
Caracteristici
Presents a data analytic approach for an efficient way to analyze the data, to find useful patterns, to generate and validate hypothesis Offers data mining researchers a new domain of study, an area which sits on a wealth of data untouched for development of new algorithms to address the specific nature of this field Provides the biostatistics community and health practitioners a means to analyze Traditional Chinese Medicine (TCM) Includes supplementary material: sn.pub/extras