Methods in Molecular Biology

Data Mining in Clinical Medicine

Editors: Llatas, Carlos Fernández, García-Gómez, Juan Miguel (Eds.)

  • Includes cutting-edge methods and protocols
  • Provides step-by-step detail essential for reproducible results
  • Contains key notes and implementation advice from the experts
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eBook $89.00
price for USA (gross)
  • ISBN 978-1-4939-1985-7
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $119.00
price for USA
  • ISBN 978-1-4939-1984-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $119.00
price for USA
  • ISBN 978-1-4939-5474-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This volume complies a set of Data Mining techniques and new applications in real biomedical scenarios. Chapters focus on innovative data mining techniques, biomedical datasets and streams analysis, and real applications. Written in the highly successful Methods in Molecular Biology series format, chapters are thought to show to Medical Doctors and Engineers the new trends and techniques that are being applied to Clinical Medicine with the arrival of new Information and Communication technologies

Authoritative and practical, Data Mining in Clinical Medicine seeks to aid scientists with  new approaches and trends in the field.

Table of contents (16 chapters)

  • Actigraphy Pattern Analysis for Outpatient Monitoring

    Fuster-Garcia, Elies (et al.)

    Pages 3-17

  • Definition of Loss Functions for Learning from Imbalanced Data to Minimize Evaluation Metrics

    García-Gómez, Juan Miguel (et al.)

    Pages 19-37

  • Audit Method Suited for DSS in Clinical Environment

    Vicente, Javier

    Pages 39-56

  • Incremental Logistic Regression for Customizing Automatic Diagnostic Models

    Tortajada, Salvador (et al.)

    Pages 57-78

  • Using Process Mining for Automatic Support of Clinical Pathways Design

    Fernandez-Llatas, Carlos (et al.)

    Pages 79-88

Buy this book

eBook $89.00
price for USA (gross)
  • ISBN 978-1-4939-1985-7
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $119.00
price for USA
  • ISBN 978-1-4939-1984-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $119.00
price for USA
  • ISBN 978-1-4939-5474-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Data Mining in Clinical Medicine
Editors
  • Carlos Fernández Llatas
  • Juan Miguel García-Gómez
Series Title
Methods in Molecular Biology
Series Volume
1246
Copyright
2015
Publisher
Humana Press
Copyright Holder
Springer Science+Business Media New York
eBook ISBN
978-1-4939-1985-7
DOI
10.1007/978-1-4939-1985-7
Hardcover ISBN
978-1-4939-1984-0
Softcover ISBN
978-1-4939-5474-2
Series ISSN
1064-3745
Edition Number
1
Number of Pages
XII, 270
Number of Illustrations and Tables
10 b/w illustrations, 82 illustrations in colour
Topics