The Resource New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension, by Patricia Melin, German Prado-Arechiga, (electronic resource)

New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension, by Patricia Melin, German Prado-Arechiga, (electronic resource)

Label
New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension
Title
New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension
Statement of responsibility
by Patricia Melin, German Prado-Arechiga
Creator
Contributor
Author
Provider
Subject
Language
eng
Summary
In this book, a new approach for diagnosis and risk evaluation of ar-terial hypertension is introduced. The new approach was implement-ed as a hybrid intelligent system combining modular neural net-works and fuzzy systems. The different responses of the hybrid system are combined using fuzzy logic. Finally, two genetic algo-rithms are used to perform the optimization of the modular neural networks parameters and fuzzy inference system parameters. The experimental results obtained using the proposed method on real pa-tient data show that when the optimization is used, the results can be better than without optimization. This book is intended to be a refer-ence for scientists and physicians interested in applying soft compu-ting techniques, such as neural networks, fuzzy logic and genetic algorithms, in medical diagnosis, but also in general to classification and pattern recognition and similar problems
Member of
http://library.link/vocab/creatorName
Melin, Patricia
Image bit depth
0
LC call number
Q342
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Prado-Arechiga, German
  • SpringerLink
Series statement
SpringerBriefs in Applied Sciences and Technology,
http://library.link/vocab/subjectName
  • Engineering
  • Medical informatics
  • Computational intelligence
  • Biomedical engineering
  • Engineering
  • Computational Intelligence
  • Biomedical Engineering
  • Health Informatics
Label
New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension, by Patricia Melin, German Prado-Arechiga, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
From the Content: Introduction -- Fuzzy Logic for Arterial Hypertension Classification -- Design of a Neuro Design of a Neuro Design of Arterial Hypertension
Dimensions
unknown
Extent
VIII, 88 p. 48 illus., 47 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319611495
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-319-61149-5
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-61149-5
Label
New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension, by Patricia Melin, German Prado-Arechiga, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
From the Content: Introduction -- Fuzzy Logic for Arterial Hypertension Classification -- Design of a Neuro Design of a Neuro Design of Arterial Hypertension
Dimensions
unknown
Extent
VIII, 88 p. 48 illus., 47 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319611495
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-319-61149-5
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-61149-5

Library Locations

  • African Studies LibraryBorrow it
    771 Commonwealth Avenue, 6th Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Alumni Medical LibraryBorrow it
    72 East Concord Street, Boston, MA, 02118, US
    42.336388 -71.072393
  • Astronomy LibraryBorrow it
    725 Commonwealth Avenue, 6th Floor, Boston, MA, 02445, US
    42.350259 -71.105717
  • Fineman and Pappas Law LibrariesBorrow it
    765 Commonwealth Avenue, Boston, MA, 02215, US
    42.350979 -71.107023
  • Frederick S. Pardee Management LibraryBorrow it
    595 Commonwealth Avenue, Boston, MA, 02215, US
    42.349626 -71.099547
  • Howard Gotlieb Archival Research CenterBorrow it
    771 Commonwealth Avenue, 5th Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Mugar Memorial LibraryBorrow it
    771 Commonwealth Avenue, Boston, MA, 02215, US
    42.350723 -71.108227
  • Music LibraryBorrow it
    771 Commonwealth Avenue, 2nd Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Pikering Educational Resources LibraryBorrow it
    2 Silber Way, Boston, MA, 02215, US
    42.349804 -71.101425
  • School of Theology LibraryBorrow it
    745 Commonwealth Avenue, 2nd Floor, Boston, MA, 02215, US
    42.350494 -71.107235
  • Science & Engineering LibraryBorrow it
    38 Cummington Mall, Boston, MA, 02215, US
    42.348472 -71.102257
  • Stone Science LibraryBorrow it
    675 Commonwealth Avenue, Boston, MA, 02445, US
    42.350103 -71.103784
Processing Feedback ...