Intelligent Systems Reference Library

Machine Learning in Healthcare Informatics

Editors: Dua, Sumeet, Acharya, U. Rajendra, Dua, Prerna (Eds.)

  • Provides a unique compendium of current and emerging machine learning paradigms for healthcare informatics
  • First reference in the interdisciplinary area of healthcare informatics and machine learning
  • Written by leading experts in the field
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eBook $139.00
price for USA (gross)
  • ISBN 978-3-642-40017-9
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.00
price for USA
  • ISBN 978-3-642-40016-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $179.00
price for USA
  • Customers within the U.S. and Canada please contact Customer Service at 1-800-777-4643, Latin America please contact us at +1-212-460-1500 (Weekdays 8:30am – 5:30pm ET) to place your order.
  • Due: October 21, 2016
  • ISBN 978-3-662-50763-6
  • Free shipping for individuals worldwide
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
About this book

The book is a unique effort to represent a variety of techniques designed to represent, enhance, and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics. The book provides a unique compendium of current and emerging machine learning paradigms for healthcare informatics and reflects the diversity, complexity and the depth and breath of this multi-disciplinary area. The integrated, panoramic view of data and machine learning techniques can provide an opportunity for novel clinical insights and discoveries.

Table of contents (14 chapters)

  • Introduction to Machine Learning in Healthcare Informatics

    Chowriappa, Pradeep (et al.)

    Pages 1-23

  • Wavelet-based Machine Learning Techniques for ECG Signal Analysis

    Martis, Roshan Joy (et al.)

    Pages 25-45

  • Application of Fuzzy Logic Control for Regulation of Glucose Level of Diabetic Patient

    Zhu, K. Y. (et al.)

    Pages 47-64

  • The Application of Genetic Algorithm for Unsupervised Classification of ECG

    Martis, Roshan Joy (et al.)

    Pages 65-80

  • Pixel-based Machine Learning in Computer-Aided Diagnosis of Lung and Colon Cancer

    Suzuki, Kenji

    Pages 81-112

Buy this book

eBook $139.00
price for USA (gross)
  • ISBN 978-3-642-40017-9
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.00
price for USA
  • ISBN 978-3-642-40016-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $179.00
price for USA
  • Customers within the U.S. and Canada please contact Customer Service at 1-800-777-4643, Latin America please contact us at +1-212-460-1500 (Weekdays 8:30am – 5:30pm ET) to place your order.
  • Due: October 21, 2016
  • ISBN 978-3-662-50763-6
  • Free shipping for individuals worldwide
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Machine Learning in Healthcare Informatics
Editors
  • Sumeet Dua
  • U. Rajendra Acharya
  • Prerna Dua
Series Title
Intelligent Systems Reference Library
Series Volume
56
Copyright
2014
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-40017-9
DOI
10.1007/978-3-642-40017-9
Hardcover ISBN
978-3-642-40016-2
Softcover ISBN
978-3-662-50763-6
Series ISSN
1868-4394
Edition Number
1
Number of Pages
XII, 332
Number of Illustrations and Tables
69 b/w illustrations, 50 illustrations in colour
Topics