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Introduction to Computational Health Informatics
Engelsk
Bogcover for Introduction to Computational Health Informatics af Javed Iqbal Khan, S. Kaisar Alam, Arvind Kumar Bansal, 9781498756631
Specifikationer
Sprog:
Engelsk
Sider:
576
ISBN-13:
9781498756631
Indbinding:
Paperback
ISBN-10:
1498756638
Udg. Dato:
14 jan 2020
Størrelse i cm:
17,8 x 25,5 x 4,0
Oplagsdato:
14 jan 2020

Introduction to Computational Health Informatics

Engelsk
Paperback 2020
Format:

Bog beskrivelse

This class-tested textbook is designed for a semester-long graduate or senior undergraduate course on Computational Health Informatics. The focus of the book is on computational techniques that are widely used in health data analysis and health informatics and it integrates computer science and clinical perspectives. This book prepares computer science students for careers in computational health informatics and medical data analysis.

Features

  • Integrates computer science and clinical perspectives
  • Describes various statistical and artificial intelligence techniques, including machine learning techniques such as clustering of temporal data, regression analysis, neural networks, HMM, decision trees, SVM, and data mining, all of which are techniques used widely used in health-data analysis
  • Describes computational techniques such as multidimensional and multimedia data representation and retrieval, ontology, patient-data deidentification, temporal data analysis, heterogeneous databases, medical image analysis and transmission, biosignal analysis, pervasive healthcare, automated text-analysis, health-vocabulary knowledgebases and medical information-exchange
  • Includes bioinformatics and pharmacokinetics techniques and their applications to vaccine and drug development
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Specifikationer
Sprog:
Engelsk
Sider:
576
ISBN-13:
9781498756631
Indbinding:
Paperback
ISBN-10:
1498756638
Udg. Dato:
14 jan 2020
Størrelse i cm:
17,8 x 25,5 x 4,0
Oplagsdato:
14 jan 2020
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