Introduction to Computational Health Informatics
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Introduction to Computational Health Informatics

Introduction to Computational Health Informatics

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About the Book

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

Table of Contents:
Preface Chapter Outlines Classroom Use of this Textbook Acknowledgments About the Authors 1 Introduction 2 Fundamentals 3 Intelligent Data Analysis Techniques 4 Healthcare Data Organization 5 Medical Imaging Informatics 6 DICOM – Medical Image Communication 7 Bioelectric and Biomagnetic Signal Analysis 8 Clinical Data Analytics 9 Pervasive Health and Remote Care 10 Disease Prediction and Drug Development 11 End-User’s Emotion and Satisfaction Contributed by Leon Sterling 12 Conclusion Appendix I: Websites for Healthcare Standards Appendix II: Healthcare-Related Conferences and Journals Appendix III: Health Informatics Related Organizations Appendix IV: Health Informatics Database Resources Appendix V: Selected Companies in Healthcare Industry Index


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Product Details
  • ISBN-13: 9781000761597
  • Publisher: Taylor & Francis Ltd
  • Publisher Imprint: Chapman & Hall/CRC
  • Language: English
  • ISBN-10: 1000761592
  • Publisher Date: 23 Dec 2019
  • Binding: Digital (delivered electronically)


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Introduction to Computational Health Informatics
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Introduction to Computational Health Informatics
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